setwd('/Users/robin/Desktop/CompAssign3')
mydata <- read.csv(file="NutritionStudy.csv",head=TRUE,sep=",")
mydata$VitaminUseNum[mydata$VitaminUse == "Regular"] <- 1
mydata$VitaminUseNum[mydata$VitaminUse == "Occasional"] <- 2
mydata$VitaminUseNum[mydata$VitaminUse == "No"] <- 3
mydata$VitaminUseNum
##   [1] 1 1 2 3 1 3 2 1 3 3 1 2 3 1 3 3 1 1 3 3 3 3 3 2 1 1 2 1 3 3 3 2 3 3 2 1 2
##  [38] 3 1 1 3 3 2 2 2 1 1 3 1 3 3 1 2 3 1 1 2 1 2 2 1 3 1 1 1 3 3 2 3 3 2 2 1 3
##  [75] 1 3 1 3 2 1 3 1 1 1 1 1 3 3 3 1 1 3 1 1 1 2 1 1 3 3 1 2 3 2 2 3 2 2 3 2 1
## [112] 1 3 2 3 3 2 1 1 1 1 1 1 3 2 3 2 3 1 2 3 1 3 3 1 1 2 1 1 3 3 3 1 3 3 3 3 3
## [149] 1 3 2 1 2 2 2 3 1 1 1 3 1 2 1 1 1 1 2 1 3 3 3 2 1 3 3 1 3 1 1 3 2 1 2 3 1
## [186] 2 1 1 2 2 2 3 3 1 3 1 3 1 2 1 2 1 2 2 1 2 2 1 1 1 1 2 1 1 1 1 2 3 1 3 1 1
## [223] 3 1 3 3 3 1 3 3 1 3 2 1 2 1 3 3 3 2 2 1 3 2 3 1 1 2 2 3 3 3 3 2 1 2 1 1 3
## [260] 1 3 2 1 2 2 3 1 3 2 1 1 3 3 3 1 2 3 3 2 3 1 2 3 3 2 2 1 2 2 3 3 2 1 2 3 1
## [297] 3 2 1 3 2 1 3 1 2 1 2 2 2 2 3 1 1 1 1
mydata
##      ID Age Smoke Quetelet Calories   Fat Fiber Alcohol Cholesterol BetaDiet
## 1     1  64    No  21.4838   1298.8  57.0   6.3     0.0       170.3     1945
## 2     2  76    No  23.8763   1032.5  50.1  15.8     0.0        75.8     2653
## 3     3  38    No  20.0108   2372.3  83.6  19.1    14.1       257.9     6321
## 4     4  40    No  25.1406   2449.5  97.5  26.5     0.5       332.6     1061
## 5     5  72    No  20.9850   1952.1  82.6  16.2     0.0       170.8     2863
## 6     6  40    No  27.5214   1366.9  56.0   9.6     1.3       154.6     1729
## 7     7  65    No  22.0115   2213.9  52.0  28.7     0.0       255.1     5371
## 8     8  58    No  28.7570   1595.6  63.4  10.9     0.0       214.1      823
## 9     9  35    No  23.0766   1800.5  57.8  20.3     0.6       233.6     2895
## 10   10  55    No  34.9699   1263.6  39.6  15.5     0.0       171.9     3307
## 11   11  66    No  20.9465   1460.8  58.0  18.2     1.0       137.4     1714
## 12   12  40    No  36.4316   1638.2  49.3  14.9     0.0       130.7     2031
## 13   13  57    No  31.7304   2072.9 106.7   9.6     0.9       420.0     1982
## 14   14  66    No  21.7885    987.5  35.6  10.3     0.0       254.9     2120
## 15   15  66    No  27.3192   1574.3  75.0   7.1     0.0       361.5     1388
## 16   16  64    No  31.4467   2868.5 128.8  15.0    20.0       379.5     3888
## 17   17  62    No  25.9025   1751.1  80.7   8.4    14.1       160.3     2194
## 18   18  75    No  29.1526   1407.6  35.0  20.8     7.0       144.1     3470
## 19   19  68    No  38.1873   1628.5  78.6  11.6     0.0       512.3     2108
## 20   20  57    No  25.8967   1101.4  48.5   8.5     5.0       197.2     1157
## 21   21  56    No  24.4588   2433.6 127.6  19.9     7.1       271.2     1739
## 22   22  30    No  22.7212   1437.3  61.5   8.8     2.3       160.9     1008
## 23   23  34    No  24.0812   2062.7  81.1  13.6    18.0       190.5      606
## 24   24  53    No  23.1598   1276.5  50.1   9.0     4.7       143.5     1380
## 25   25  60    No  49.1203   2114.8  77.6  14.9     0.5       239.9     4916
## 26   26  50    No  23.0766   1113.0  32.8  12.9     3.0       104.8     4451
## 27   27  62    No  33.7244   1323.0  60.8  11.4     0.0       155.8     5983
## 28   28  61    No  25.1827   2837.3  84.2  33.8     0.0       192.1     2413
## 29   29  65    No  28.9498   2055.9 111.8  15.9     0.0       226.5     3087
## 30   30  71    No  24.6800   1285.8  55.4  10.6     2.0       353.4      521
## 31   31  43    No  28.4015   1786.9  93.9  10.6     0.0       247.0     2431
## 32   32  33    No  20.5696   3144.8 155.0  17.6     4.1       308.8     3141
## 33   33  74   Yes  16.3311   1241.0  53.1  10.8     0.1       206.1     1668
## 34   34  41    No  21.0312   2419.3 122.7  16.2     0.3       325.2     4366
## 35   35  56    No  22.6438   2712.7 145.3  13.4     8.0       242.6      494
## 36   36  44   Yes  25.8787   1810.0  95.3  17.5     0.0       253.1     7026
## 37   37  37    No  35.3601   1778.1  75.9  10.8     0.5       332.6     1529
## 38   38  37    No  25.9400   1147.9  47.6   7.3     0.1       117.0      241
## 39   39  39   Yes  21.9991   1951.4 109.1   4.7     0.0       461.1      998
## 40   40  37    No  22.5121   2035.5  65.7  22.1     0.7       205.3     6082
## 41   41  53    No  27.4927   1248.6  56.9   8.2     0.0       223.2     2741
## 42   42  66    No  27.4961   3184.8 199.0  16.8     0.2       362.6     2100
## 43   43  58    No  24.1797   1538.1  78.7  14.2     0.9       231.2     2359
## 44   44  31   Yes  23.3459   1456.5  56.6   8.5     1.0       182.7      603
## 45   45  49    No  21.6784   1656.3  59.5  13.3     0.1       180.3     1625
## 46   46  75    No  21.3291   1396.8  53.3  13.2     3.2        99.3     2888
## 47   47  62    No  33.7442   1588.1  88.9   7.4     0.0       362.6     1099
## 48   48  56    No  32.0748   1566.5  95.2   6.5     7.2       408.0     2103
## 49   49  69    No  31.6684    827.9  32.8   8.7     0.0        79.8     2260
## 50   50  50   Yes  25.1119   2340.4 110.4  11.3    14.0       260.7      452
## 51   51  50    No  20.4034   1902.9  72.9  35.4     7.3       175.6     3549
## 52   52  72    No  39.2229   1111.9  47.2  10.2     0.2        69.4     2204
## 53   53  60    No  19.9326   1333.8  37.1  16.9     6.5        84.0     4964
## 54   54  55    No  21.6362   1896.1  82.2   9.3    10.0       296.8     1052
## 55   55  43    No  29.0047   1472.7  61.8  12.2     0.0       216.3     3572
## 56   56  29    No  18.8340   2237.4  77.6  22.6     0.7       180.6     2902
## 57   57  44   Yes  29.1135   1446.2  63.2   9.5     3.2       208.8     1788
## 58   58  48    No  32.3483   2908.5 139.1  16.4     0.2       511.6     5111
## 59   59  38    No  23.8573   2190.7  96.9  17.7     1.3       192.1     1378
## 60   60  33    No  19.4090   1878.2  81.6   9.6     4.9       265.8     1431
## 61   61  56    No  16.6367   1436.8  57.2   9.4     0.0       183.3     1727
## 62   62  65   Yes  23.3762   6662.2 164.3  11.3   203.0       603.0     2893
## 63   63  48    No  30.2950   2893.3 125.8  18.8     1.7       256.7     2524
## 64   64  66    No  22.5743   1902.4  76.7  17.7     3.1       216.7     2533
## 65   65  78    No  26.3675   1531.6  69.5   5.4     0.0       168.0      982
## 66   66  65    No  23.5424   1220.7  34.6  16.5     5.6       152.8     1535
## 67   67  72    No  22.0119   1247.7  46.8  10.2     0.0       347.9      326
## 68   68  31   Yes  21.0778   1631.5  75.2   8.5     0.7       277.1     1487
## 69   69  74    No  25.7393    818.1  34.3   6.6     3.7        55.4     1114
## 70   70  61    No  25.1827   1570.1  58.7  19.3     2.0       158.3     1080
## 71   71  83    No  25.2068   1331.2  50.6   7.7     0.3       380.7     2492
## 72   72  46    No  30.7096   2052.4 120.4  10.2     0.0       195.2     1349
## 73   73  62    No  23.9217   1823.0  80.3  17.4     6.2       256.8     6948
## 74   74  56   Yes  20.6410   1743.8  85.3  13.2     7.2       349.6     1086
## 75   75  33    No  26.6369   3457.2 166.0  17.5    10.5       452.8     2629
## 76   76  45    No  22.3611   1126.7  20.4  12.5     7.2        71.8     1307
## 77   77  41    No  23.0939   3258.3 101.2  26.2     0.5       341.7     1306
## 78   78  73    No  24.6800   2833.7 119.9  14.6    18.2       365.0     3465
## 79   79  31    No  21.3314   2264.3 105.5  13.4     3.2       396.5     1846
## 80   80  50    No  25.1199   2026.0  85.5  11.2    21.0       268.2     1334
## 81   81  65    No  28.4020   1747.6  83.6  10.9     0.0       244.8     4848
## 82   82  35   Yes  21.8340   1575.5  53.9   7.0     1.0       216.2     1734
## 83   83  42    No  29.0357   1785.4  94.1  10.0     0.7       288.0     1120
## 84   84  19    No  29.2415   2558.9 116.1  12.3     0.0       324.5     1498
## 85   85  37    No  19.9861    839.0  29.2   4.7     6.4        66.5      330
## 86   86  44    No  24.0812   2391.3  95.4  20.6     0.0       283.3     5909
## 87   87  36    No  23.3459   1887.4 110.2   6.0     0.1       211.7     3326
## 88   88  53   Yes  25.1406   2798.2 125.9  17.7     7.0       239.0     2110
## 89   89  69   Yes  27.2289   2654.9 126.0  23.3     0.0       248.0     2719
## 90   90  74    No  27.9862   1202.0  46.6  11.4     0.0        59.2     2309
## 91   91  70    No  22.5331   1235.9  51.1   9.6     3.0       142.0     1153
## 92   92  56    No  26.3173   2225.1 111.5  10.4     6.8       283.7     1432
## 93   93  77    No  27.7905    866.9  31.0   9.8     0.2        59.7     2493
## 94   94  73    No  24.4172   1666.8  76.5  13.3     0.0       747.5     3054
## 95   95  43    No  23.0381   3711.0 202.7  14.9    18.0       469.2     1861
## 96   96  41    No  23.6169   1055.0  33.2  12.9     0.9       220.0     4268
## 97   97  22    No  27.0053   2733.0 123.8   5.1     0.3       440.3     1652
## 98   98  44    No  23.4605   1660.1  80.3  13.6     0.1        89.0     1802
## 99   99  51    No  25.1571   1952.7  63.8  17.9    11.0       201.3     2308
## 100 100  46   Yes  35.2597   2667.5 131.6  10.1     0.0       550.5     1210
## 101 101  25   Yes  20.6410   1517.4  59.1   5.9     0.0       127.6      214
## 102 102  69    No  23.0056   1711.4  98.2  10.8     0.3       332.4     1370
## 103 103  69    No  25.2317   1756.4  82.3   8.8     0.0       500.3     2354
## 104 104  58    No  27.3369   2186.2  99.3  14.9     0.2       263.8     2446
## 105 105  77    No  25.8813   2075.2  75.6  21.4     0.0       228.8     3473
## 106 106  67    No  24.7353   2021.2  94.8  13.3     8.0       417.6     3359
## 107 107  37    No  29.3256   1653.2  77.3  12.5     1.0       162.6     1062
## 108 108  47    No  21.1882   1076.6  33.4  22.5     4.1       138.8     1489
## 109 109  60   Yes  19.6773   1506.7  76.3  14.6     0.0       239.2     3982
## 110 110  49    No  25.0700   1511.7  54.4  16.1     4.2       200.5     1656
## 111 111  83    No  25.5977   1933.6  98.8  11.1     0.0       224.7      768
## 112 112  56    No  22.0119   1830.0  52.8  13.8     8.5       689.4     1496
## 113 113  39    No  30.2913   1256.7  43.7   5.3     0.3       133.6      683
## 114 114  41    No  41.8559   1823.7  54.7  14.6     0.0       188.0      885
## 115 115  37   Yes  28.3357   1902.8  81.7   8.2     0.0       178.6     1662
## 116 116  66    No  26.5081    958.5  37.7   8.3     0.0       108.6     1552
## 117 117  55    No  21.0778   2328.3 112.6  13.9     2.9       281.9     2144
## 118 118  49    No  39.4650   1574.0  74.6  14.1     0.0       440.6     3567
## 119 119  31    No  18.9836   1646.2  52.2  13.2     5.0       174.9     1423
## 120 120  64    No  18.8783   1828.0  63.4  14.7     0.0        87.9     1293
## 121 121  57    No  23.2212   1288.7  63.2  10.6     0.0       200.2     2111
## 122 122  42   Yes  26.8491   1084.3  25.2  21.8     1.0       105.7     2874
## 123 123  40    No  25.8813   2431.9  93.7  17.8     0.1       364.6     1699
## 124 124  73   Yes  19.4090   2453.5 118.5  10.3     0.0       516.5      954
## 125 125  37    No  19.5708   1645.7  76.0   6.6     4.0       225.9     1368
## 126 126  43    No  20.2970   2075.9  96.5  17.3     7.0       271.8     3318
## 127 127  66    No  26.4205   1563.7  73.3  12.0     1.1       300.9     2247
## 128 128  26    No  20.3795   1663.3  64.6   7.6     2.0       124.7      910
## 129 129  45    No  29.2415   1601.4  93.9   8.8     0.0       255.8     1171
## 130 130  74    No  30.2950   1718.9  57.9  15.0     1.2       272.7     2077
## 131 131  49    No  21.4790   1010.6  29.4   9.1     6.2        98.8     1210
## 132 132  41    No  19.4090   1372.7  61.6   9.5     0.0       182.5     1826
## 133 133  74    No  27.3192   1837.0  76.9  13.6     0.0       383.6     2628
## 134 134  38   Yes  21.8451   1662.7  58.7  15.7     3.7       163.7      561
## 135 135  83    No  22.2224   1534.7  54.9  26.3     0.0        77.5     1893
## 136 136  70    No  28.0470   2005.8  89.5   8.5     0.1       121.2     1312
## 137 137  39    No  26.0943   1187.8  32.8  11.6     0.0       154.9     1913
## 138 138  65    No  21.5851   1446.2  56.8  10.8     0.0       127.9      924
## 139 139  72    No  21.0312    976.7  68.4   3.1     0.0        99.6      728
## 140 140  46    No  23.6773   2706.7 104.9  16.8    22.0       416.0     4387
## 141 141  46    No  30.0587   1546.0  73.6  10.3     7.0       284.8     1976
## 142 142  51    No  34.1851   1324.0  46.0  12.7     0.0       151.0     2422
## 143 143  39    No  24.0812   1368.9  61.6  14.4     6.7       314.9     1407
## 144 144  33   Yes  20.1613   3228.0 141.1  14.4     0.0       718.8     1301
## 145 145  49    No  31.7263   2825.8  97.8   7.5    35.0       374.3     1112
## 146 146  44    No  23.3932   1220.9  35.1  14.0     0.0        99.2     1052
## 147 147  69    No  24.2613   1174.7  47.4   9.9     0.1        89.9     1008
## 148 148  52    No  27.8335    828.2  52.3   6.1     1.2       141.1     1054
## 149 149  82    No  20.2177   1708.1  94.2  15.1     2.0       224.7     1484
## 150 150  46    No  23.4786   1182.9  60.2   5.2     0.2       164.5      657
## 151 151  25    No  22.7051    928.4  29.7   6.0     0.5       120.7      604
## 152 152  54    No  37.8687   4373.6 235.9  22.9     0.1       814.7     2912
## 153 153  70    No  25.7393   1387.7  55.2  11.2     0.0       114.0      869
## 154 154  35    No  18.4385   1555.6  72.8  11.5     0.0       174.1     1578
## 155 155  46    No  33.1948   1581.7  64.1  12.3     0.1       170.1     1210
## 156 156  70    No  29.5966   1397.4  60.5   9.2     0.0       228.5     1554
## 157 157  71    No  22.1532   1305.4  43.3  10.2     0.0        72.7     3445
## 158 158  59    No  26.8868   1249.6  24.2  14.7     0.0        97.2     3014
## 159 159  42    No  20.5412   2347.3 104.4  12.5     0.0       249.3     1666
## 160 160  46    No  39.4062   1207.1  42.8  11.6     0.0       155.1     1462
## 161 161  37    No  33.3723   1688.1  45.0  17.1     0.8       141.1     1272
## 162 162  39    No  21.9409   1719.3  49.7  18.4    11.0       164.6     5296
## 163 163  43    No  25.5828   2501.6 121.1  19.5     0.0       343.0     5605
## 164 164  23    No  20.1259   2219.1 120.9  13.1     2.0       415.8     2430
## 165 165  45    No  20.2398   1827.7  71.2  10.4     2.0       267.5     2375
## 166 166  63    No  23.9217   1282.3  26.4  13.6     0.1       100.6     3753
## 167 167  44   Yes  28.3486   1427.2  60.6   8.3     0.2       195.0      695
## 168 168  43    No  20.4034   2000.8  86.7  14.8     0.9       200.9     1649
## 169 169  33    No  27.8695   1622.4  71.5  12.9     1.0       214.8     2317
## 170 170  35    No  34.0818   3114.0 160.2  14.9     0.2       432.3     1702
## 171 171  50    No  23.0716   2012.0 112.9  14.3     6.5       456.9     1007
## 172 172  50    No  29.0157   2106.4  97.0  12.9     0.0       344.3     2308
## 173 173  59    No  25.5977   1546.6  72.9  15.1     0.7       192.8     4694
## 174 174  38    No  23.0766   1149.0  43.6   8.6    10.5       122.5     2749
## 175 175  60    No  29.7475    659.3  22.2   7.0     0.1       102.0     1497
## 176 176  54    No  19.1770   1580.6  82.9   9.4     5.2        98.3     1171
## 177 177  71    No  24.4634   1850.5  75.9  16.1     7.2       247.9     3054
## 178 178  48    No  22.5319   1242.1  37.5  13.3     1.0       148.4     1488
## 179 179  49    No  32.0177   1099.4  56.9   5.2     0.5       169.9      829
## 180 180  27   Yes  29.2415   1127.6  59.4   7.4     0.0       183.4     1037
## 181 181  27   Yes  25.4454   2919.5 125.3  14.3     1.0       370.0      846
## 182 182  75    No  21.5278   1049.1  51.7   8.0     0.0       188.9     1382
## 183 183  45    No  26.4205   1366.6  42.5  12.9     2.5       141.2     3407
## 184 184  35    No  30.4455   1884.8  91.6  11.1     5.0       518.0      758
## 185 185  56    No  33.5921   1494.5  59.1   6.8     0.0       111.5      599
## 186 186  41   Yes  27.5214   1444.6  89.1   6.8     0.0       280.1     1073
## 187 187  48    No  32.9913    445.2  14.4   5.0     0.0       102.8      862
## 188 188  48    No  21.8351   1849.8  80.6  13.8     3.2       549.1     4291
## 189 189  32    No  20.1579   1678.2  54.3  12.9     1.5       147.3     1668
## 190 190  38    No  46.7376   1390.4  55.7  10.8     0.0       195.1     2809
## 191 191  52    No  33.2962   1749.9  81.3  12.1     0.0       226.5     2373
## 192 192  40    No  24.0103    742.3  36.5   5.9     2.1       133.9     1850
## 193 193  44    No  23.0716   1148.5  50.3   7.1     0.1       139.2     1352
## 194 194  70    No  22.4821   1730.6  72.9  14.4     0.2       363.1     2315
## 195 195  55   Yes  29.0357   1162.5  54.0   5.6     0.2       175.2     1417
## 196 196  48    No  20.2177   1738.9  63.5  12.2     0.5       205.9     4504
## 197 197  38    No  20.7176   1432.1  58.5   6.3     0.2       131.9      998
## 198 198  49    No  20.4034   3098.9 106.2  25.2     1.2       447.6     4430
## 199 199  36    No  32.9594   2342.3  95.8  19.2     1.7       389.4     3201
## 200 200  64    No  21.5011   2319.9  97.6  22.3     0.0       155.3     3686
## 201 201  49    No  23.6794   1292.8  43.1  10.6    11.0       180.7     2131
## 202 202  49   Yes  22.7216    784.4  40.6   4.9     3.0        97.4      852
## 203 203  43    No  22.9146   2038.5  80.7  17.1     0.0       232.3     2781
## 204 204  33    No  23.9378   1366.8  55.9   6.2     0.0       196.0     1151
## 205 205  38    No  26.0943   1550.0  66.8  12.1     0.0       253.2     3970
## 206 206  36    No  19.7664   1240.7  50.9   6.9     0.3       116.0      808
## 207 207  33    No  21.6734   2814.6 111.2  16.8     0.0       399.3      843
## 208 208  47    No  20.8130   1612.5  45.5   9.0    15.0       149.9     2537
## 209 209  53    No  40.6892   1576.3  54.8  13.5     0.1       308.9     2205
## 210 210  41    No  29.1423   1197.7  54.5   4.9     0.0       135.6      587
## 211 211  36    No  21.0778   2045.3  84.8  13.2     0.7       271.9     3591
## 212 212  32    No  35.9753   3328.4 163.3  20.0     4.1       425.5     3434
## 213 213  57    No  26.9429   2513.3  98.9  10.6     0.0       428.1     2869
## 214 214  42    No  21.6784   1737.4  62.1  16.3     0.2       211.7     2515
## 215 215  37   Yes  27.2655   1034.4  34.5   8.9     0.0       118.5      807
## 216 216  52    No  32.6718   2083.9  93.1   8.8     0.0       328.1      766
## 217 217  45   Yes  28.7254   1481.8  75.3  10.4     0.2       336.9      720
## 218 218  42    No  20.7690   1051.2  44.0  10.9     0.2       165.5      516
## 219 219  42    No  21.2065   1730.1  58.3  16.6     4.5       196.1     3785
## 220 220  41   Yes  20.7176   1102.8  56.6   5.3     0.0       329.8     1436
## 221 221  41    No  26.3117   1496.7  64.6   5.9     1.0       239.8      613
## 222 222  26   Yes  20.5412   1987.2  76.6   9.8     0.0       156.1     1460
## 223 223  70    No  20.1613   2017.2 136.0   7.6     0.0       195.8     2251
## 224 224  44    No  26.3675   1525.6  85.4   7.9     0.1       179.4     2029
## 225 225  46    No  28.4020   1342.2  69.7   5.9     1.0       215.4     8046
## 226 226  22    No  50.4033   1511.7  64.4  10.2     0.0       190.3     1074
## 227 227  46   Yes  21.6784   1570.1  74.1  13.7     0.9       145.7     3556
## 228 228  32    No  20.0560   2703.4 120.6  11.4     0.1       284.3     1218
## 229 229  27    No  23.8763   1200.6  61.5   8.7     1.5       208.7     2199
## 230 230  52    No  37.1113   1891.6  73.8  17.6     0.0       226.0     5810
## 231 231  42    No  36.5973   1434.9  59.3  11.2     0.0       281.1     1214
## 232 232  34    No  28.5795   2118.1  93.0  20.1     0.0       170.0     2215
## 233 233  36    No  40.2953   1414.6  51.2  13.7     0.0       135.8     1678
## 234 234  59    No  24.8040   2192.3  78.7  14.2     0.0       173.5     2579
## 235 235  75    No  36.4737   1380.6  54.5  13.5     0.1       201.6      925
## 236 236  43    No  45.8581   1626.3  72.2   7.9     0.0       157.5      404
## 237 237  56    No  30.4824   2210.7 113.1  10.5     6.1       340.1     2008
## 238 238  48    No  19.7039   1600.7  77.7  11.2     7.2       180.1     2469
## 239 239  34   Yes  21.9638   1076.2  52.7   6.1     0.0        78.3      755
## 240 240  37    No  23.3459   2094.5  78.9  17.3     1.0       193.4     1718
## 241 241  41    No  31.8216   1823.0  74.8  12.1     1.3       196.9     2133
## 242 242  74    No  23.3459   1512.1  73.8   8.7     5.7       182.8     1167
## 243 243  73    No  21.0113    840.6  34.3   8.2     0.1        81.1      619
## 244 244  53   Yes  19.7810   1996.1  98.8   9.2     0.0       436.8      908
## 245 245  74    No  21.1364   2171.6  76.6  20.4     0.0       176.3     3690
## 246 246  77    No  24.3272   1481.4  55.0  11.2     0.0       191.7     3425
## 247 247  39    No  21.1781   1829.2  79.0  15.6     0.0       178.4     2787
## 248 248  29    No  18.6003   1041.6  45.4   6.0     3.0       139.5      675
## 249 249  37    No  44.9106   2010.4 101.2  16.0     0.1       362.4     2142
## 250 250  47    No  23.9642   2120.8  77.4  17.0     8.4       185.9     2299
## 251 251  64    No  21.2065   1008.4  35.4   5.6    14.0        37.7      544
## 252 252  36    No  42.8886    798.2  30.6   7.9     2.4        46.3      604
## 253 253  42    No  20.4172   3099.2 134.9  19.0     0.8       469.3     6558
## 254 254  64    No  25.6599   2055.7 114.4  13.0     0.0       248.4     2661
## 255 255  38    No  20.7029   2585.3 129.8  21.1     4.0       429.5     7362
## 256 256  39    No  28.4015   1906.5  86.4  10.4    15.5       265.9     2583
## 257 257  40    No  31.2422   3014.9 165.7  14.4     0.0       900.7     1028
## 258 258  29    No  37.9400   1631.0  55.6  13.8     0.5       189.5     3435
## 259 259  71    No  24.9883   1399.5  66.5   9.6     8.0       260.0     1527
## 260 260  45    No  23.4316   2319.0 122.1  13.4     0.1       305.7     2047
## 261 261  63    No  18.9209   1655.9  70.8  15.1     0.1       177.3     2897
## 262 262  46    No  24.2613   1422.8  58.3   7.8     7.1       206.3     1987
## 263 263  75    No  21.6784   2511.5  92.3  36.8     0.6       228.3     4271
## 264 264  46    No  35.1907    740.6  38.5   5.3     0.0       113.9      868
## 265 265  44    No  22.5440   1292.6  49.4  10.4     1.2       186.5      578
## 266 266  24    No  31.9972   3021.9 171.0  11.4     0.1       466.3      953
## 267 267  32    No  22.5121   1918.4  63.1  16.1     5.0       202.2     1048
## 268 268  66    No  22.6438   2086.6  72.3  16.0     0.0       112.8     1439
## 269 269  43    No  26.3475   3449.7 172.8  20.5     1.4       381.3     3324
## 270 270  73    No  24.9412   1186.4  46.1  10.5     1.5       119.7      921
## 271 271  54    No  25.7501   1724.7  75.1  18.2     0.0       173.3     1192
## 272 272  44   Yes  29.9774   1877.4  92.2   7.7     0.2       211.6     1665
## 273 273  55    No  22.8771   2272.6  94.5  10.9    14.2       269.2     3610
## 274 274  70   Yes  23.8270   1514.4  51.7  14.2     7.0        97.5     3317
## 275 275  32    No  25.4573   2170.3  95.1  15.2     0.2       175.2     3313
## 276 276  33    No  23.2690   2271.1 114.6  10.4     0.0       574.2     1270
## 277 277  49    No  22.5064   1469.9  50.4  12.1     0.7       118.8     1915
## 278 278  69    No  44.2062   2332.2 109.6  19.7     0.1       286.7     4013
## 279 279  38    No  20.7173   1619.3  83.7   8.4     0.5       310.1      902
## 280 280  34   Yes  34.0818   1148.7  41.7   9.8     1.0       173.4     2247
## 281 281  49    No  20.0895   2512.0  64.9  30.2     0.6       168.5     4832
## 282 282  40   Yes  18.3432    833.0  38.8   5.5     0.0       145.3      577
## 283 283  41    No  28.0470   1808.4  61.5  10.5    17.0       176.1     1884
## 284 284  62    No  29.8494   2115.4  84.1  23.9     0.0       189.5     3172
## 285 285  28    No  20.1250   1600.9  68.0  14.2     0.2       171.2     3102
## 286 286  78    No  41.6857    647.7  30.9   3.7     0.0        87.5     1186
## 287 287  67    No  30.7309    849.2  25.4  10.9     0.0        91.7     1237
## 288 288  51    No  24.9082   2166.9 105.8  15.6     0.0       349.1     4098
## 289 289  29   Yes  26.6874   2476.2 121.1  14.3     0.0       263.5     2889
## 290 290  36   Yes  25.7393   1959.3 112.4   6.7     0.5       326.7     1097
## 291 291  43    No  18.5769   1695.3  62.4  17.7     0.0       147.3      570
## 292 292  55    No  25.4258   2307.8 111.0  18.4     3.4       487.8     2627
## 293 293  54    No  24.9550   1392.2  47.8  12.9     0.0        87.5      849
## 294 294  32    No  39.5620   3511.1 114.7  13.9     0.2       444.7     2174
## 295 295  65    No  26.7596   1276.0  60.5  12.0     3.5        87.3     1456
## 296 296  41   Yes  41.6495   2685.1 133.1  11.1    15.0       432.4     3728
## 297 297  60    No  40.6953   1327.0  64.8   9.3     0.1       341.0     1987
## 298 298  73    No  25.8473    853.1  29.8   6.3    10.0       160.5     1022
## 299 299  71    No  21.8109   1215.8  43.8  12.3     5.0       110.8     2079
## 300 300  47    No  37.2776   1927.6  92.5  10.7     0.0       359.1      406
## 301 301  35    No  29.5855   2466.9 112.6   9.6     0.1       331.9      621
## 302 302  34   Yes  21.3291   3103.7 124.7  18.1     8.3       431.0     2652
## 303 303  41    No  34.6149   2046.9 103.0  13.1     0.0       334.2     1745
## 304 304  33    No  18.5769   1835.9  74.1  23.0     0.7       184.2     2121
## 305 305  73   Yes  20.7112   1678.5  82.3   6.3    14.1       249.5     1078
## 306 306  67    No  26.9429   1049.2  44.6   9.6     0.0       247.2     2672
## 307 307  66    No  33.1076   1762.1  72.9  16.5     0.0       240.3     4935
## 308 308  44   Yes  23.2772   3183.1 119.4   6.9    35.0       378.8     1118
## 309 309  36    No  24.7434   2838.8  88.5  24.0     4.5       252.4     9642
## 310 310  48    No  24.6147   2021.1  72.2  16.6     9.0       299.1     1392
## 311 311  46    No  25.8967   2263.6  98.2  19.4     2.6       306.5     2572
## 312 312  45    No  23.8270   1841.1  84.2  14.1     2.2       257.7     1665
## 313 313  49    No  24.2613   1125.6  44.8  11.9     4.0       150.5     6943
## 314 314  31    No  23.4525   2729.6 144.4  13.2     2.2       381.8      741
## 315 315  45    No  26.5081   1627.0  77.4   9.9     0.2       195.6     1242
##     RetinolDiet BetaPlasma RetinolPlasma Gender VitaminUse PriorSmoke
## 1           890        200           915 Female    Regular          2
## 2           451        124           727 Female    Regular          1
## 3           660        328           721 Female Occasional          2
## 4           864        153           615 Female         No          2
## 5          1209         92           799 Female    Regular          1
## 6          1439        148           654 Female         No          2
## 7           802        258           834 Female Occasional          1
## 8          2571         64           825 Female    Regular          1
## 9           944        218           517 Female         No          1
## 10          493         81           562 Female         No          2
## 11          535        184           935 Female    Regular          2
## 12          492         91           741 Female Occasional          1
## 13         1105        120           679   Male         No          1
## 14         1047         61           507 Female    Regular          1
## 15          980        108           852   Male         No          1
## 16         1545        211          1249   Male         No          2
## 17          242        235          1035   Male    Regular          2
## 18          479        288          1262   Male    Regular          2
## 19          921        102           904 Female         No          1
## 20          445        113          1727   Male         No          2
## 21          926         74           684   Male         No          2
## 22          695        129           537 Female         No          2
## 23          944        140           760 Female         No          1
## 24          708        138           809 Female Occasional          2
## 25         1150        143           697 Female    Regular          1
## 26          554        416           676 Female    Regular          1
## 27          320        212           822 Female Occasional          2
## 28          656        786           691 Female    Regular          1
## 29         1199         35           599   Male         No          1
## 30          975        122           901   Male         No          2
## 31          914        119           818 Female         No          2
## 32         1579        182           623 Female Occasional          2
## 33         1618        186           624 Female         No          3
## 34         1759        216           526 Female         No          1
## 35          608        751          1002   Male Occasional          2
## 36          508         39           179 Female    Regular          3
## 37          517        107           564 Female Occasional          2
## 38          314         74           456 Female         No          2
## 39          588        418           665   Male    Regular          3
## 40          674       1415           632 Female    Regular          1
## 41          419        400           502 Female         No          1
## 42         1083        102           838 Female         No          2
## 43          834        135           574 Female Occasional          2
## 44          473         97           611 Female Occasional          3
## 45          707        124           476 Female Occasional          1
## 46          323        195           546 Female    Regular          1
## 47          651        107           411 Female    Regular          1
## 48          855         53           475 Female         No          1
## 49          264        148           321   Male    Regular          2
## 50          550         77           388 Female         No          3
## 51          969        316           586 Female         No          1
## 52          239         77           648 Female    Regular          1
## 53          374        266           550 Female Occasional          1
## 54          605         39           783   Male         No          2
## 55          809        225           258 Female    Regular          1
## 56         1065        173           299 Female    Regular          1
## 57          677         79           384 Female Occasional          3
## 58         1359        102           692 Female    Regular          2
## 59          685        158           634 Female Occasional          1
## 60          724        159           592 Female Occasional          1
## 61          898        157           383 Female    Regular          1
## 62         1364         96           317   Male         No          3
## 63         1250        160           247 Female    Regular          1
## 64          592        100           730   Male    Regular          2
## 65          854        293           587 Female    Regular          2
## 66          493        171           407   Male         No          1
## 67          407         89           831 Female         No          2
## 68         1120        109           531 Female Occasional          3
## 69          453        129           560 Female         No          2
## 70          724         87           397 Female         No          1
## 71         1310        328           768 Female Occasional          1
## 72          860        298           393 Female Occasional          2
## 73          417        379           810 Female    Regular          2
## 74          464        204           624 Female         No          3
## 75         1470         75           227   Male    Regular          1
## 76          178        127           525 Female         No          2
## 77         1163        131           542 Female    Regular          2
## 78          743         21           558   Male         No          2
## 79          760        233           504 Female Occasional          2
## 80          486         73          1031   Male    Regular          1
## 81         1005         25           187 Female         No          1
## 82         1215        137           677 Female    Regular          3
## 83          619         82           783   Male    Regular          2
## 84         1066        327           693 Female    Regular          1
## 85          394        142           511 Female    Regular          1
## 86         1702         86           435 Female    Regular          2
## 87          928        150           362 Female         No          2
## 88         1458         53           592   Male         No          3
## 89         1323        112           360   Male         No          3
## 90          578        104           476 Female    Regular          1
## 91         1048        170           369 Female    Regular          1
## 92         1006        150           619 Female         No          2
## 93          640        282           472 Female    Regular          1
## 94         4041         91           426   Male    Regular          2
## 95          783        125           592 Female    Regular          2
## 96          341        282           426   Male Occasional          1
## 97         1525         16           799 Female    Regular          2
## 98          233        129           497 Female    Regular          2
## 99         1838        180           622 Female         No          2
## 100        1291         39           549   Male         No          3
## 101         914         54           539 Female    Regular          3
## 102         695         78           522   Male Occasional          2
## 103         842         34           551   Male         No          2
## 104         881         95           466 Female Occasional          1
## 105        1326        174           423   Male Occasional          1
## 106        1060         95           797   Male         No          2
## 107        1070         97           532 Female Occasional          2
## 108         490        204           422 Female Occasional          2
## 109         350         25           421 Female         No          3
## 110         652        270           527 Female Occasional          2
## 111         719        285           512   Male    Regular          2
## 112         546        110           756 Female    Regular          1
## 113         627        162           456 Female         No          1
## 114         687        179           456 Female Occasional          1
## 115         779        131           449 Female         No          3
## 116         326         86           406 Female         No          1
## 117         815        225           519 Female Occasional          1
## 118         963        249           464 Female    Regular          2
## 119        1845        254           523 Female    Regular          2
## 120        1101        189           588 Female    Regular          1
## 121         950        108           564 Female    Regular          1
## 122         159        121           927 Female    Regular          3
## 123        2263        238           953   Male    Regular          2
## 124        1328        127           516   Male         No          3
## 125         427        141           669 Female Occasional          1
## 126         651        427           572 Female         No          1
## 127         728        305           727 Female Occasional          1
## 128         605         74           544 Female         No          1
## 129         453        156           917 Female    Regular          2
## 130        1374        168           586 Female Occasional          1
## 131         555        116           516 Female         No          1
## 132         386        290           404 Female    Regular          2
## 133         966        304           709   Male         No          1
## 134         947        198           429 Female         No          3
## 135         426        253           629   Male    Regular          1
## 136         688        148          1139 Female    Regular          1
## 137        1048        492           466 Female Occasional          2
## 138         684        156           372 Female    Regular          1
## 139         797         27           558 Female    Regular          2
## 140         926         52           476   Male         No          2
## 141         417        210           418 Female         No          1
## 142         208         83           564 Female         No          1
## 143        1335        182           431 Female    Regular          1
## 144         307         40           485 Female         No          3
## 145         735         69           733   Male         No          2
## 146         441        172           402 Female         No          1
## 147         783        253           760 Female         No          1
## 148         366        435           659 Female         No          2
## 149         790        429           599 Female    Regular          1
## 150         441        326           495 Female         No          1
## 151         432         75           436 Female Occasional          1
## 152        2104        121           416 Female    Regular          1
## 153        1595        292           701 Female Occasional          1
## 154         689        207           553 Female Occasional          1
## 155         795        118           652 Female Occasional          1
## 156         675        108           621   Male         No          1
## 157        1015        385           617 Female    Regular          2
## 158        1340        408           784 Female    Regular          1
## 159         859         97           352 Female    Regular          1
## 160         868        118           677 Female         No          1
## 161         145         60           520 Female    Regular          2
## 162         554        357           474 Female Occasional          2
## 163         858        858           643 Female    Regular          2
## 164         746        104           400 Female    Regular          1
## 165        1284        219           627 Female    Regular          2
## 166         649        296           701 Female    Regular          1
## 167         270        164           566 Female Occasional          3
## 168         751        487           453 Female    Regular          1
## 169         437         70           428 Female         No          2
## 170        1224         43           434 Female         No          2
## 171        6901        274           592 Female         No          1
## 172         982        231           413 Female Occasional          2
## 173         864        346           849 Female    Regular          2
## 174         329        181           727 Female         No          2
## 175         244        116           700 Female         No          2
## 176         465        391           499 Female    Regular          2
## 177         629         85           853   Male         No          2
## 178         706        800           532 Female    Regular          2
## 179         887        286           561 Female    Regular          1
## 180         239         87           378 Female         No          3
## 181        2118         74           419 Female Occasional          3
## 182         222        460           694 Female    Regular          1
## 183         532        154           437 Female Occasional          1
## 184         454        206           657 Female         No          1
## 185         845         19           396 Female    Regular          2
## 186         486        168           569 Female Occasional          3
## 187         160        108           493 Female    Regular          1
## 188         661        274           344 Female    Regular          1
## 189         666        120           620 Female Occasional          2
## 190         482         53           277 Female Occasional          1
## 191        1816        105           464 Female Occasional          1
## 192         309        159           542 Female         No          1
## 193         455         83           824 Female         No          1
## 194        1196        425           602 Female    Regular          1
## 195         451         99           670 Female         No          3
## 196         294        159           569 Female    Regular          1
## 197         699        111           443 Female         No          2
## 198         632        316           399 Female    Regular          1
## 199        1574        105           489 Female Occasional          2
## 200         523        317           491 Female    Regular          1
## 201         227        372          1443 Female Occasional          2
## 202         311        116           602 Female    Regular          3
## 203         757        229           748 Female Occasional          1
## 204         498         51           602 Female Occasional          1
## 205         390        286           502 Female    Regular          1
## 206         349        110           527 Female Occasional          1
## 207        1616        143           470 Female Occasional          2
## 208         295       1212           566 Female    Regular          2
## 209         824        174           491 Female    Regular          1
## 210         215         86           663 Female    Regular          1
## 211        1178        132           526 Female    Regular          1
## 212        2167         58           556 Female Occasional          2
## 213         741         77           394 Female    Regular          2
## 214        1340        237           737 Female    Regular          1
## 215         141         41           573 Female    Regular          3
## 216         604        103           713 Female    Regular          1
## 217         701        193           777 Female Occasional          3
## 218         730        153           437 Female         No          1
## 219         642       1391           609 Female    Regular          1
## 220         522         89           481 Female         No          3
## 221         509         84           471 Female    Regular          1
## 222         322         36           296 Female    Regular          3
## 223        1404        494           499 Female         No          1
## 224         898         78           559 Female    Regular          1
## 225         453        102           701 Female         No          1
## 226         399         50           332 Female         No          1
## 227         577        211           388 Female         No          3
## 228         978        159           879 Female    Regular          1
## 229         481         89           323 Female         No          2
## 230         840        108           625 Female         No          1
## 231        1119        188           614 Female    Regular          1
## 232        1450         75           525 Female         No          1
## 233        1307         14           432 Female Occasional          1
## 234        1026        165           734 Female    Regular          2
## 235         707        143           364 Female Occasional          1
## 236        1050        241           387 Female    Regular          1
## 237         638         97           709   Male         No          2
## 238         538         76           561 Female         No          2
## 239         417        169           418 Female         No          3
## 240        1052        222           413 Female Occasional          1
## 241         728         82           506 Female Occasional          2
## 242        1169        324           628 Female    Regular          1
## 243          79        146           578 Female         No          1
## 244        1478        126           486 Female Occasional          3
## 245        1113        293           875   Male         No          1
## 246         859        183           817 Female    Regular          2
## 247        1210        170           647 Female    Regular          1
## 248         403        129           820 Female Occasional          1
## 249         601        129           557 Female Occasional          1
## 250        1529         92           520 Female         No          1
## 251          30         44           521 Female         No          1
## 252         378         51           498 Female         No          2
## 253         816        103           436 Female         No          2
## 254         854        101           291 Female Occasional          2
## 255         964        372           293 Female    Regular          2
## 256         632         78           600 Female Occasional          1
## 257        3061          0           254 Female    Regular          1
## 258        1104         84           644 Female    Regular          1
## 259         822        161           636 Female         No          2
## 260        1125        331           684 Female    Regular          1
## 261         505        366           535 Female         No          1
## 262         608        990           584 Female Occasional          2
## 263         916       1010           473 Female    Regular          1
## 264         106        236           647 Female Occasional          1
## 265         319        175           880 Female Occasional          2
## 266        1176         67           376 Female         No          1
## 267         991        129           864 Female    Regular          1
## 268         476        317           589 Female         No          1
## 269        1558        168           510 Female Occasional          1
## 270         668        613           770 Female    Regular          2
## 271         657        274           543 Female    Regular          1
## 272         937         94           791 Female         No          3
## 273        1825        122           537 Female         No          2
## 274         766        232           516 Female         No          3
## 275        1250        167           466 Female    Regular          2
## 276         544         32           194   Male Occasional          1
## 277         594        128           759 Female         No          2
## 278        1485        151           823 Female         No          2
## 279         302        206           426 Female Occasional          1
## 280         682         75           403 Female         No          3
## 281         793        447           516 Female    Regular          1
## 282         444        339           560 Female Occasional          3
## 283         641         89           746 Female         No          2
## 284         658         39           368 Female         No          2
## 285         453         88           792 Female Occasional          1
## 286         466        114           719 Female Occasional          1
## 287         285         66           995 Female    Regular          1
## 288         909        407           725 Female Occasional          1
## 289        1529        105           366 Female Occasional          3
## 290         966        140          1102 Female         No          3
## 291         747        150           800 Female         No          2
## 292        1627         95           854 Female Occasional          2
## 293         962         74          1517 Female    Regular          1
## 294        1814        202           649 Female Occasional          1
## 295         443        133           710 Female         No          1
## 296         587         63          1193   Male    Regular          3
## 297         670         22           581 Female         No          2
## 298         125        151           721 Female Occasional          2
## 299         597        473           946 Female    Regular          1
## 300         806         58           794 Female         No          1
## 301         579         87           494 Female Occasional          2
## 302        1098        113           796 Female    Regular          3
## 303         445        117           738 Female         No          1
## 304         426        155           444 Female    Regular          2
## 305         416         41           669 Female Occasional          3
## 306         294         73           836 Female    Regular          2
## 307         422        113           986 Female Occasional          1
## 308        1257        100           926 Female Occasional          3
## 309         634        265           986 Female Occasional          2
## 310        1027        144           752 Female Occasional          2
## 311        1261        164           216 Female         No          2
## 312         465         80           328 Female    Regular          1
## 313         520        300           502 Female    Regular          1
## 314         644        121           684 Female    Regular          2
## 315         554        233           826 Female    Regular          1
##     VitaminUseNum
## 1               1
## 2               1
## 3               2
## 4               3
## 5               1
## 6               3
## 7               2
## 8               1
## 9               3
## 10              3
## 11              1
## 12              2
## 13              3
## 14              1
## 15              3
## 16              3
## 17              1
## 18              1
## 19              3
## 20              3
## 21              3
## 22              3
## 23              3
## 24              2
## 25              1
## 26              1
## 27              2
## 28              1
## 29              3
## 30              3
## 31              3
## 32              2
## 33              3
## 34              3
## 35              2
## 36              1
## 37              2
## 38              3
## 39              1
## 40              1
## 41              3
## 42              3
## 43              2
## 44              2
## 45              2
## 46              1
## 47              1
## 48              3
## 49              1
## 50              3
## 51              3
## 52              1
## 53              2
## 54              3
## 55              1
## 56              1
## 57              2
## 58              1
## 59              2
## 60              2
## 61              1
## 62              3
## 63              1
## 64              1
## 65              1
## 66              3
## 67              3
## 68              2
## 69              3
## 70              3
## 71              2
## 72              2
## 73              1
## 74              3
## 75              1
## 76              3
## 77              1
## 78              3
## 79              2
## 80              1
## 81              3
## 82              1
## 83              1
## 84              1
## 85              1
## 86              1
## 87              3
## 88              3
## 89              3
## 90              1
## 91              1
## 92              3
## 93              1
## 94              1
## 95              1
## 96              2
## 97              1
## 98              1
## 99              3
## 100             3
## 101             1
## 102             2
## 103             3
## 104             2
## 105             2
## 106             3
## 107             2
## 108             2
## 109             3
## 110             2
## 111             1
## 112             1
## 113             3
## 114             2
## 115             3
## 116             3
## 117             2
## 118             1
## 119             1
## 120             1
## 121             1
## 122             1
## 123             1
## 124             3
## 125             2
## 126             3
## 127             2
## 128             3
## 129             1
## 130             2
## 131             3
## 132             1
## 133             3
## 134             3
## 135             1
## 136             1
## 137             2
## 138             1
## 139             1
## 140             3
## 141             3
## 142             3
## 143             1
## 144             3
## 145             3
## 146             3
## 147             3
## 148             3
## 149             1
## 150             3
## 151             2
## 152             1
## 153             2
## 154             2
## 155             2
## 156             3
## 157             1
## 158             1
## 159             1
## 160             3
## 161             1
## 162             2
## 163             1
## 164             1
## 165             1
## 166             1
## 167             2
## 168             1
## 169             3
## 170             3
## 171             3
## 172             2
## 173             1
## 174             3
## 175             3
## 176             1
## 177             3
## 178             1
## 179             1
## 180             3
## 181             2
## 182             1
## 183             2
## 184             3
## 185             1
## 186             2
## 187             1
## 188             1
## 189             2
## 190             2
## 191             2
## 192             3
## 193             3
## 194             1
## 195             3
## 196             1
## 197             3
## 198             1
## 199             2
## 200             1
## 201             2
## 202             1
## 203             2
## 204             2
## 205             1
## 206             2
## 207             2
## 208             1
## 209             1
## 210             1
## 211             1
## 212             2
## 213             1
## 214             1
## 215             1
## 216             1
## 217             2
## 218             3
## 219             1
## 220             3
## 221             1
## 222             1
## 223             3
## 224             1
## 225             3
## 226             3
## 227             3
## 228             1
## 229             3
## 230             3
## 231             1
## 232             3
## 233             2
## 234             1
## 235             2
## 236             1
## 237             3
## 238             3
## 239             3
## 240             2
## 241             2
## 242             1
## 243             3
## 244             2
## 245             3
## 246             1
## 247             1
## 248             2
## 249             2
## 250             3
## 251             3
## 252             3
## 253             3
## 254             2
## 255             1
## 256             2
## 257             1
## 258             1
## 259             3
## 260             1
## 261             3
## 262             2
## 263             1
## 264             2
## 265             2
## 266             3
## 267             1
## 268             3
## 269             2
## 270             1
## 271             1
## 272             3
## 273             3
## 274             3
## 275             1
## 276             2
## 277             3
## 278             3
## 279             2
## 280             3
## 281             1
## 282             2
## 283             3
## 284             3
## 285             2
## 286             2
## 287             1
## 288             2
## 289             2
## 290             3
## 291             3
## 292             2
## 293             1
## 294             2
## 295             3
## 296             1
## 297             3
## 298             2
## 299             1
## 300             3
## 301             2
## 302             1
## 303             3
## 304             1
## 305             2
## 306             1
## 307             2
## 308             2
## 309             2
## 310             2
## 311             3
## 312             1
## 313             1
## 314             1
## 315             1
model1=lm(mydata$Cholesterol~mydata$VitaminUseNum)
model1
## 
## Call:
## lm(formula = mydata$Cholesterol ~ mydata$VitaminUseNum)
## 
## Coefficients:
##          (Intercept)  mydata$VitaminUseNum  
##              232.634                 5.001
summary(model1)
## 
## Call:
## lm(formula = mydata$Cholesterol ~ mydata$VitaminUseNum)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -209.94  -87.73  -35.94   67.77  663.07 
## 
## Coefficients:
##                      Estimate Std. Error t value Pr(>|t|)    
## (Intercept)           232.634     18.581  12.520   <2e-16 ***
## mydata$VitaminUseNum    5.001      8.663   0.577    0.564    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 132.1 on 313 degrees of freedom
## Multiple R-squared:  0.001063,   Adjusted R-squared:  -0.002128 
## F-statistic: 0.3332 on 1 and 313 DF,  p-value: 0.5642
plot(mydata$VitaminUseNum,mydata$Cholesterol)

plot(model1)

mydata$VitaminUseNum2[mydata$VitaminUse == "Regular"] <- 3
mydata$VitaminUseNum2[mydata$VitaminUse == "Occasional"] <- 2
mydata$VitaminUseNum2[mydata$VitaminUse == "No"] <- 1

model1.1=lm(mydata$Cholesterol~mydata$VitaminUseNum2)
model1.1
## 
## Call:
## lm(formula = mydata$Cholesterol ~ mydata$VitaminUseNum2)
## 
## Coefficients:
##           (Intercept)  mydata$VitaminUseNum2  
##               252.637                 -5.001
summary(model1.1)
## 
## Call:
## lm(formula = mydata$Cholesterol ~ mydata$VitaminUseNum2)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -209.94  -87.73  -35.94   67.77  663.07 
## 
## Coefficients:
##                       Estimate Std. Error t value Pr(>|t|)    
## (Intercept)            252.637     19.137  13.202   <2e-16 ***
## mydata$VitaminUseNum2   -5.001      8.663  -0.577    0.564    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 132.1 on 313 degrees of freedom
## Multiple R-squared:  0.001063,   Adjusted R-squared:  -0.002128 
## F-statistic: 0.3332 on 1 and 313 DF,  p-value: 0.5642
mydata$vitReg <- ifelse(mydata$VitaminUse == 'Regular', 1, 0)
mydata$vitOcc <- ifelse(mydata$VitaminUse == 'Occasional', 1, 0)
mydata$vitNo  <- ifelse(mydata$VitaminUse == 'No',1,0)
mydata
##      ID Age Smoke Quetelet Calories   Fat Fiber Alcohol Cholesterol BetaDiet
## 1     1  64    No  21.4838   1298.8  57.0   6.3     0.0       170.3     1945
## 2     2  76    No  23.8763   1032.5  50.1  15.8     0.0        75.8     2653
## 3     3  38    No  20.0108   2372.3  83.6  19.1    14.1       257.9     6321
## 4     4  40    No  25.1406   2449.5  97.5  26.5     0.5       332.6     1061
## 5     5  72    No  20.9850   1952.1  82.6  16.2     0.0       170.8     2863
## 6     6  40    No  27.5214   1366.9  56.0   9.6     1.3       154.6     1729
## 7     7  65    No  22.0115   2213.9  52.0  28.7     0.0       255.1     5371
## 8     8  58    No  28.7570   1595.6  63.4  10.9     0.0       214.1      823
## 9     9  35    No  23.0766   1800.5  57.8  20.3     0.6       233.6     2895
## 10   10  55    No  34.9699   1263.6  39.6  15.5     0.0       171.9     3307
## 11   11  66    No  20.9465   1460.8  58.0  18.2     1.0       137.4     1714
## 12   12  40    No  36.4316   1638.2  49.3  14.9     0.0       130.7     2031
## 13   13  57    No  31.7304   2072.9 106.7   9.6     0.9       420.0     1982
## 14   14  66    No  21.7885    987.5  35.6  10.3     0.0       254.9     2120
## 15   15  66    No  27.3192   1574.3  75.0   7.1     0.0       361.5     1388
## 16   16  64    No  31.4467   2868.5 128.8  15.0    20.0       379.5     3888
## 17   17  62    No  25.9025   1751.1  80.7   8.4    14.1       160.3     2194
## 18   18  75    No  29.1526   1407.6  35.0  20.8     7.0       144.1     3470
## 19   19  68    No  38.1873   1628.5  78.6  11.6     0.0       512.3     2108
## 20   20  57    No  25.8967   1101.4  48.5   8.5     5.0       197.2     1157
## 21   21  56    No  24.4588   2433.6 127.6  19.9     7.1       271.2     1739
## 22   22  30    No  22.7212   1437.3  61.5   8.8     2.3       160.9     1008
## 23   23  34    No  24.0812   2062.7  81.1  13.6    18.0       190.5      606
## 24   24  53    No  23.1598   1276.5  50.1   9.0     4.7       143.5     1380
## 25   25  60    No  49.1203   2114.8  77.6  14.9     0.5       239.9     4916
## 26   26  50    No  23.0766   1113.0  32.8  12.9     3.0       104.8     4451
## 27   27  62    No  33.7244   1323.0  60.8  11.4     0.0       155.8     5983
## 28   28  61    No  25.1827   2837.3  84.2  33.8     0.0       192.1     2413
## 29   29  65    No  28.9498   2055.9 111.8  15.9     0.0       226.5     3087
## 30   30  71    No  24.6800   1285.8  55.4  10.6     2.0       353.4      521
## 31   31  43    No  28.4015   1786.9  93.9  10.6     0.0       247.0     2431
## 32   32  33    No  20.5696   3144.8 155.0  17.6     4.1       308.8     3141
## 33   33  74   Yes  16.3311   1241.0  53.1  10.8     0.1       206.1     1668
## 34   34  41    No  21.0312   2419.3 122.7  16.2     0.3       325.2     4366
## 35   35  56    No  22.6438   2712.7 145.3  13.4     8.0       242.6      494
## 36   36  44   Yes  25.8787   1810.0  95.3  17.5     0.0       253.1     7026
## 37   37  37    No  35.3601   1778.1  75.9  10.8     0.5       332.6     1529
## 38   38  37    No  25.9400   1147.9  47.6   7.3     0.1       117.0      241
## 39   39  39   Yes  21.9991   1951.4 109.1   4.7     0.0       461.1      998
## 40   40  37    No  22.5121   2035.5  65.7  22.1     0.7       205.3     6082
## 41   41  53    No  27.4927   1248.6  56.9   8.2     0.0       223.2     2741
## 42   42  66    No  27.4961   3184.8 199.0  16.8     0.2       362.6     2100
## 43   43  58    No  24.1797   1538.1  78.7  14.2     0.9       231.2     2359
## 44   44  31   Yes  23.3459   1456.5  56.6   8.5     1.0       182.7      603
## 45   45  49    No  21.6784   1656.3  59.5  13.3     0.1       180.3     1625
## 46   46  75    No  21.3291   1396.8  53.3  13.2     3.2        99.3     2888
## 47   47  62    No  33.7442   1588.1  88.9   7.4     0.0       362.6     1099
## 48   48  56    No  32.0748   1566.5  95.2   6.5     7.2       408.0     2103
## 49   49  69    No  31.6684    827.9  32.8   8.7     0.0        79.8     2260
## 50   50  50   Yes  25.1119   2340.4 110.4  11.3    14.0       260.7      452
## 51   51  50    No  20.4034   1902.9  72.9  35.4     7.3       175.6     3549
## 52   52  72    No  39.2229   1111.9  47.2  10.2     0.2        69.4     2204
## 53   53  60    No  19.9326   1333.8  37.1  16.9     6.5        84.0     4964
## 54   54  55    No  21.6362   1896.1  82.2   9.3    10.0       296.8     1052
## 55   55  43    No  29.0047   1472.7  61.8  12.2     0.0       216.3     3572
## 56   56  29    No  18.8340   2237.4  77.6  22.6     0.7       180.6     2902
## 57   57  44   Yes  29.1135   1446.2  63.2   9.5     3.2       208.8     1788
## 58   58  48    No  32.3483   2908.5 139.1  16.4     0.2       511.6     5111
## 59   59  38    No  23.8573   2190.7  96.9  17.7     1.3       192.1     1378
## 60   60  33    No  19.4090   1878.2  81.6   9.6     4.9       265.8     1431
## 61   61  56    No  16.6367   1436.8  57.2   9.4     0.0       183.3     1727
## 62   62  65   Yes  23.3762   6662.2 164.3  11.3   203.0       603.0     2893
## 63   63  48    No  30.2950   2893.3 125.8  18.8     1.7       256.7     2524
## 64   64  66    No  22.5743   1902.4  76.7  17.7     3.1       216.7     2533
## 65   65  78    No  26.3675   1531.6  69.5   5.4     0.0       168.0      982
## 66   66  65    No  23.5424   1220.7  34.6  16.5     5.6       152.8     1535
## 67   67  72    No  22.0119   1247.7  46.8  10.2     0.0       347.9      326
## 68   68  31   Yes  21.0778   1631.5  75.2   8.5     0.7       277.1     1487
## 69   69  74    No  25.7393    818.1  34.3   6.6     3.7        55.4     1114
## 70   70  61    No  25.1827   1570.1  58.7  19.3     2.0       158.3     1080
## 71   71  83    No  25.2068   1331.2  50.6   7.7     0.3       380.7     2492
## 72   72  46    No  30.7096   2052.4 120.4  10.2     0.0       195.2     1349
## 73   73  62    No  23.9217   1823.0  80.3  17.4     6.2       256.8     6948
## 74   74  56   Yes  20.6410   1743.8  85.3  13.2     7.2       349.6     1086
## 75   75  33    No  26.6369   3457.2 166.0  17.5    10.5       452.8     2629
## 76   76  45    No  22.3611   1126.7  20.4  12.5     7.2        71.8     1307
## 77   77  41    No  23.0939   3258.3 101.2  26.2     0.5       341.7     1306
## 78   78  73    No  24.6800   2833.7 119.9  14.6    18.2       365.0     3465
## 79   79  31    No  21.3314   2264.3 105.5  13.4     3.2       396.5     1846
## 80   80  50    No  25.1199   2026.0  85.5  11.2    21.0       268.2     1334
## 81   81  65    No  28.4020   1747.6  83.6  10.9     0.0       244.8     4848
## 82   82  35   Yes  21.8340   1575.5  53.9   7.0     1.0       216.2     1734
## 83   83  42    No  29.0357   1785.4  94.1  10.0     0.7       288.0     1120
## 84   84  19    No  29.2415   2558.9 116.1  12.3     0.0       324.5     1498
## 85   85  37    No  19.9861    839.0  29.2   4.7     6.4        66.5      330
## 86   86  44    No  24.0812   2391.3  95.4  20.6     0.0       283.3     5909
## 87   87  36    No  23.3459   1887.4 110.2   6.0     0.1       211.7     3326
## 88   88  53   Yes  25.1406   2798.2 125.9  17.7     7.0       239.0     2110
## 89   89  69   Yes  27.2289   2654.9 126.0  23.3     0.0       248.0     2719
## 90   90  74    No  27.9862   1202.0  46.6  11.4     0.0        59.2     2309
## 91   91  70    No  22.5331   1235.9  51.1   9.6     3.0       142.0     1153
## 92   92  56    No  26.3173   2225.1 111.5  10.4     6.8       283.7     1432
## 93   93  77    No  27.7905    866.9  31.0   9.8     0.2        59.7     2493
## 94   94  73    No  24.4172   1666.8  76.5  13.3     0.0       747.5     3054
## 95   95  43    No  23.0381   3711.0 202.7  14.9    18.0       469.2     1861
## 96   96  41    No  23.6169   1055.0  33.2  12.9     0.9       220.0     4268
## 97   97  22    No  27.0053   2733.0 123.8   5.1     0.3       440.3     1652
## 98   98  44    No  23.4605   1660.1  80.3  13.6     0.1        89.0     1802
## 99   99  51    No  25.1571   1952.7  63.8  17.9    11.0       201.3     2308
## 100 100  46   Yes  35.2597   2667.5 131.6  10.1     0.0       550.5     1210
## 101 101  25   Yes  20.6410   1517.4  59.1   5.9     0.0       127.6      214
## 102 102  69    No  23.0056   1711.4  98.2  10.8     0.3       332.4     1370
## 103 103  69    No  25.2317   1756.4  82.3   8.8     0.0       500.3     2354
## 104 104  58    No  27.3369   2186.2  99.3  14.9     0.2       263.8     2446
## 105 105  77    No  25.8813   2075.2  75.6  21.4     0.0       228.8     3473
## 106 106  67    No  24.7353   2021.2  94.8  13.3     8.0       417.6     3359
## 107 107  37    No  29.3256   1653.2  77.3  12.5     1.0       162.6     1062
## 108 108  47    No  21.1882   1076.6  33.4  22.5     4.1       138.8     1489
## 109 109  60   Yes  19.6773   1506.7  76.3  14.6     0.0       239.2     3982
## 110 110  49    No  25.0700   1511.7  54.4  16.1     4.2       200.5     1656
## 111 111  83    No  25.5977   1933.6  98.8  11.1     0.0       224.7      768
## 112 112  56    No  22.0119   1830.0  52.8  13.8     8.5       689.4     1496
## 113 113  39    No  30.2913   1256.7  43.7   5.3     0.3       133.6      683
## 114 114  41    No  41.8559   1823.7  54.7  14.6     0.0       188.0      885
## 115 115  37   Yes  28.3357   1902.8  81.7   8.2     0.0       178.6     1662
## 116 116  66    No  26.5081    958.5  37.7   8.3     0.0       108.6     1552
## 117 117  55    No  21.0778   2328.3 112.6  13.9     2.9       281.9     2144
## 118 118  49    No  39.4650   1574.0  74.6  14.1     0.0       440.6     3567
## 119 119  31    No  18.9836   1646.2  52.2  13.2     5.0       174.9     1423
## 120 120  64    No  18.8783   1828.0  63.4  14.7     0.0        87.9     1293
## 121 121  57    No  23.2212   1288.7  63.2  10.6     0.0       200.2     2111
## 122 122  42   Yes  26.8491   1084.3  25.2  21.8     1.0       105.7     2874
## 123 123  40    No  25.8813   2431.9  93.7  17.8     0.1       364.6     1699
## 124 124  73   Yes  19.4090   2453.5 118.5  10.3     0.0       516.5      954
## 125 125  37    No  19.5708   1645.7  76.0   6.6     4.0       225.9     1368
## 126 126  43    No  20.2970   2075.9  96.5  17.3     7.0       271.8     3318
## 127 127  66    No  26.4205   1563.7  73.3  12.0     1.1       300.9     2247
## 128 128  26    No  20.3795   1663.3  64.6   7.6     2.0       124.7      910
## 129 129  45    No  29.2415   1601.4  93.9   8.8     0.0       255.8     1171
## 130 130  74    No  30.2950   1718.9  57.9  15.0     1.2       272.7     2077
## 131 131  49    No  21.4790   1010.6  29.4   9.1     6.2        98.8     1210
## 132 132  41    No  19.4090   1372.7  61.6   9.5     0.0       182.5     1826
## 133 133  74    No  27.3192   1837.0  76.9  13.6     0.0       383.6     2628
## 134 134  38   Yes  21.8451   1662.7  58.7  15.7     3.7       163.7      561
## 135 135  83    No  22.2224   1534.7  54.9  26.3     0.0        77.5     1893
## 136 136  70    No  28.0470   2005.8  89.5   8.5     0.1       121.2     1312
## 137 137  39    No  26.0943   1187.8  32.8  11.6     0.0       154.9     1913
## 138 138  65    No  21.5851   1446.2  56.8  10.8     0.0       127.9      924
## 139 139  72    No  21.0312    976.7  68.4   3.1     0.0        99.6      728
## 140 140  46    No  23.6773   2706.7 104.9  16.8    22.0       416.0     4387
## 141 141  46    No  30.0587   1546.0  73.6  10.3     7.0       284.8     1976
## 142 142  51    No  34.1851   1324.0  46.0  12.7     0.0       151.0     2422
## 143 143  39    No  24.0812   1368.9  61.6  14.4     6.7       314.9     1407
## 144 144  33   Yes  20.1613   3228.0 141.1  14.4     0.0       718.8     1301
## 145 145  49    No  31.7263   2825.8  97.8   7.5    35.0       374.3     1112
## 146 146  44    No  23.3932   1220.9  35.1  14.0     0.0        99.2     1052
## 147 147  69    No  24.2613   1174.7  47.4   9.9     0.1        89.9     1008
## 148 148  52    No  27.8335    828.2  52.3   6.1     1.2       141.1     1054
## 149 149  82    No  20.2177   1708.1  94.2  15.1     2.0       224.7     1484
## 150 150  46    No  23.4786   1182.9  60.2   5.2     0.2       164.5      657
## 151 151  25    No  22.7051    928.4  29.7   6.0     0.5       120.7      604
## 152 152  54    No  37.8687   4373.6 235.9  22.9     0.1       814.7     2912
## 153 153  70    No  25.7393   1387.7  55.2  11.2     0.0       114.0      869
## 154 154  35    No  18.4385   1555.6  72.8  11.5     0.0       174.1     1578
## 155 155  46    No  33.1948   1581.7  64.1  12.3     0.1       170.1     1210
## 156 156  70    No  29.5966   1397.4  60.5   9.2     0.0       228.5     1554
## 157 157  71    No  22.1532   1305.4  43.3  10.2     0.0        72.7     3445
## 158 158  59    No  26.8868   1249.6  24.2  14.7     0.0        97.2     3014
## 159 159  42    No  20.5412   2347.3 104.4  12.5     0.0       249.3     1666
## 160 160  46    No  39.4062   1207.1  42.8  11.6     0.0       155.1     1462
## 161 161  37    No  33.3723   1688.1  45.0  17.1     0.8       141.1     1272
## 162 162  39    No  21.9409   1719.3  49.7  18.4    11.0       164.6     5296
## 163 163  43    No  25.5828   2501.6 121.1  19.5     0.0       343.0     5605
## 164 164  23    No  20.1259   2219.1 120.9  13.1     2.0       415.8     2430
## 165 165  45    No  20.2398   1827.7  71.2  10.4     2.0       267.5     2375
## 166 166  63    No  23.9217   1282.3  26.4  13.6     0.1       100.6     3753
## 167 167  44   Yes  28.3486   1427.2  60.6   8.3     0.2       195.0      695
## 168 168  43    No  20.4034   2000.8  86.7  14.8     0.9       200.9     1649
## 169 169  33    No  27.8695   1622.4  71.5  12.9     1.0       214.8     2317
## 170 170  35    No  34.0818   3114.0 160.2  14.9     0.2       432.3     1702
## 171 171  50    No  23.0716   2012.0 112.9  14.3     6.5       456.9     1007
## 172 172  50    No  29.0157   2106.4  97.0  12.9     0.0       344.3     2308
## 173 173  59    No  25.5977   1546.6  72.9  15.1     0.7       192.8     4694
## 174 174  38    No  23.0766   1149.0  43.6   8.6    10.5       122.5     2749
## 175 175  60    No  29.7475    659.3  22.2   7.0     0.1       102.0     1497
## 176 176  54    No  19.1770   1580.6  82.9   9.4     5.2        98.3     1171
## 177 177  71    No  24.4634   1850.5  75.9  16.1     7.2       247.9     3054
## 178 178  48    No  22.5319   1242.1  37.5  13.3     1.0       148.4     1488
## 179 179  49    No  32.0177   1099.4  56.9   5.2     0.5       169.9      829
## 180 180  27   Yes  29.2415   1127.6  59.4   7.4     0.0       183.4     1037
## 181 181  27   Yes  25.4454   2919.5 125.3  14.3     1.0       370.0      846
## 182 182  75    No  21.5278   1049.1  51.7   8.0     0.0       188.9     1382
## 183 183  45    No  26.4205   1366.6  42.5  12.9     2.5       141.2     3407
## 184 184  35    No  30.4455   1884.8  91.6  11.1     5.0       518.0      758
## 185 185  56    No  33.5921   1494.5  59.1   6.8     0.0       111.5      599
## 186 186  41   Yes  27.5214   1444.6  89.1   6.8     0.0       280.1     1073
## 187 187  48    No  32.9913    445.2  14.4   5.0     0.0       102.8      862
## 188 188  48    No  21.8351   1849.8  80.6  13.8     3.2       549.1     4291
## 189 189  32    No  20.1579   1678.2  54.3  12.9     1.5       147.3     1668
## 190 190  38    No  46.7376   1390.4  55.7  10.8     0.0       195.1     2809
## 191 191  52    No  33.2962   1749.9  81.3  12.1     0.0       226.5     2373
## 192 192  40    No  24.0103    742.3  36.5   5.9     2.1       133.9     1850
## 193 193  44    No  23.0716   1148.5  50.3   7.1     0.1       139.2     1352
## 194 194  70    No  22.4821   1730.6  72.9  14.4     0.2       363.1     2315
## 195 195  55   Yes  29.0357   1162.5  54.0   5.6     0.2       175.2     1417
## 196 196  48    No  20.2177   1738.9  63.5  12.2     0.5       205.9     4504
## 197 197  38    No  20.7176   1432.1  58.5   6.3     0.2       131.9      998
## 198 198  49    No  20.4034   3098.9 106.2  25.2     1.2       447.6     4430
## 199 199  36    No  32.9594   2342.3  95.8  19.2     1.7       389.4     3201
## 200 200  64    No  21.5011   2319.9  97.6  22.3     0.0       155.3     3686
## 201 201  49    No  23.6794   1292.8  43.1  10.6    11.0       180.7     2131
## 202 202  49   Yes  22.7216    784.4  40.6   4.9     3.0        97.4      852
## 203 203  43    No  22.9146   2038.5  80.7  17.1     0.0       232.3     2781
## 204 204  33    No  23.9378   1366.8  55.9   6.2     0.0       196.0     1151
## 205 205  38    No  26.0943   1550.0  66.8  12.1     0.0       253.2     3970
## 206 206  36    No  19.7664   1240.7  50.9   6.9     0.3       116.0      808
## 207 207  33    No  21.6734   2814.6 111.2  16.8     0.0       399.3      843
## 208 208  47    No  20.8130   1612.5  45.5   9.0    15.0       149.9     2537
## 209 209  53    No  40.6892   1576.3  54.8  13.5     0.1       308.9     2205
## 210 210  41    No  29.1423   1197.7  54.5   4.9     0.0       135.6      587
## 211 211  36    No  21.0778   2045.3  84.8  13.2     0.7       271.9     3591
## 212 212  32    No  35.9753   3328.4 163.3  20.0     4.1       425.5     3434
## 213 213  57    No  26.9429   2513.3  98.9  10.6     0.0       428.1     2869
## 214 214  42    No  21.6784   1737.4  62.1  16.3     0.2       211.7     2515
## 215 215  37   Yes  27.2655   1034.4  34.5   8.9     0.0       118.5      807
## 216 216  52    No  32.6718   2083.9  93.1   8.8     0.0       328.1      766
## 217 217  45   Yes  28.7254   1481.8  75.3  10.4     0.2       336.9      720
## 218 218  42    No  20.7690   1051.2  44.0  10.9     0.2       165.5      516
## 219 219  42    No  21.2065   1730.1  58.3  16.6     4.5       196.1     3785
## 220 220  41   Yes  20.7176   1102.8  56.6   5.3     0.0       329.8     1436
## 221 221  41    No  26.3117   1496.7  64.6   5.9     1.0       239.8      613
## 222 222  26   Yes  20.5412   1987.2  76.6   9.8     0.0       156.1     1460
## 223 223  70    No  20.1613   2017.2 136.0   7.6     0.0       195.8     2251
## 224 224  44    No  26.3675   1525.6  85.4   7.9     0.1       179.4     2029
## 225 225  46    No  28.4020   1342.2  69.7   5.9     1.0       215.4     8046
## 226 226  22    No  50.4033   1511.7  64.4  10.2     0.0       190.3     1074
## 227 227  46   Yes  21.6784   1570.1  74.1  13.7     0.9       145.7     3556
## 228 228  32    No  20.0560   2703.4 120.6  11.4     0.1       284.3     1218
## 229 229  27    No  23.8763   1200.6  61.5   8.7     1.5       208.7     2199
## 230 230  52    No  37.1113   1891.6  73.8  17.6     0.0       226.0     5810
## 231 231  42    No  36.5973   1434.9  59.3  11.2     0.0       281.1     1214
## 232 232  34    No  28.5795   2118.1  93.0  20.1     0.0       170.0     2215
## 233 233  36    No  40.2953   1414.6  51.2  13.7     0.0       135.8     1678
## 234 234  59    No  24.8040   2192.3  78.7  14.2     0.0       173.5     2579
## 235 235  75    No  36.4737   1380.6  54.5  13.5     0.1       201.6      925
## 236 236  43    No  45.8581   1626.3  72.2   7.9     0.0       157.5      404
## 237 237  56    No  30.4824   2210.7 113.1  10.5     6.1       340.1     2008
## 238 238  48    No  19.7039   1600.7  77.7  11.2     7.2       180.1     2469
## 239 239  34   Yes  21.9638   1076.2  52.7   6.1     0.0        78.3      755
## 240 240  37    No  23.3459   2094.5  78.9  17.3     1.0       193.4     1718
## 241 241  41    No  31.8216   1823.0  74.8  12.1     1.3       196.9     2133
## 242 242  74    No  23.3459   1512.1  73.8   8.7     5.7       182.8     1167
## 243 243  73    No  21.0113    840.6  34.3   8.2     0.1        81.1      619
## 244 244  53   Yes  19.7810   1996.1  98.8   9.2     0.0       436.8      908
## 245 245  74    No  21.1364   2171.6  76.6  20.4     0.0       176.3     3690
## 246 246  77    No  24.3272   1481.4  55.0  11.2     0.0       191.7     3425
## 247 247  39    No  21.1781   1829.2  79.0  15.6     0.0       178.4     2787
## 248 248  29    No  18.6003   1041.6  45.4   6.0     3.0       139.5      675
## 249 249  37    No  44.9106   2010.4 101.2  16.0     0.1       362.4     2142
## 250 250  47    No  23.9642   2120.8  77.4  17.0     8.4       185.9     2299
## 251 251  64    No  21.2065   1008.4  35.4   5.6    14.0        37.7      544
## 252 252  36    No  42.8886    798.2  30.6   7.9     2.4        46.3      604
## 253 253  42    No  20.4172   3099.2 134.9  19.0     0.8       469.3     6558
## 254 254  64    No  25.6599   2055.7 114.4  13.0     0.0       248.4     2661
## 255 255  38    No  20.7029   2585.3 129.8  21.1     4.0       429.5     7362
## 256 256  39    No  28.4015   1906.5  86.4  10.4    15.5       265.9     2583
## 257 257  40    No  31.2422   3014.9 165.7  14.4     0.0       900.7     1028
## 258 258  29    No  37.9400   1631.0  55.6  13.8     0.5       189.5     3435
## 259 259  71    No  24.9883   1399.5  66.5   9.6     8.0       260.0     1527
## 260 260  45    No  23.4316   2319.0 122.1  13.4     0.1       305.7     2047
## 261 261  63    No  18.9209   1655.9  70.8  15.1     0.1       177.3     2897
## 262 262  46    No  24.2613   1422.8  58.3   7.8     7.1       206.3     1987
## 263 263  75    No  21.6784   2511.5  92.3  36.8     0.6       228.3     4271
## 264 264  46    No  35.1907    740.6  38.5   5.3     0.0       113.9      868
## 265 265  44    No  22.5440   1292.6  49.4  10.4     1.2       186.5      578
## 266 266  24    No  31.9972   3021.9 171.0  11.4     0.1       466.3      953
## 267 267  32    No  22.5121   1918.4  63.1  16.1     5.0       202.2     1048
## 268 268  66    No  22.6438   2086.6  72.3  16.0     0.0       112.8     1439
## 269 269  43    No  26.3475   3449.7 172.8  20.5     1.4       381.3     3324
## 270 270  73    No  24.9412   1186.4  46.1  10.5     1.5       119.7      921
## 271 271  54    No  25.7501   1724.7  75.1  18.2     0.0       173.3     1192
## 272 272  44   Yes  29.9774   1877.4  92.2   7.7     0.2       211.6     1665
## 273 273  55    No  22.8771   2272.6  94.5  10.9    14.2       269.2     3610
## 274 274  70   Yes  23.8270   1514.4  51.7  14.2     7.0        97.5     3317
## 275 275  32    No  25.4573   2170.3  95.1  15.2     0.2       175.2     3313
## 276 276  33    No  23.2690   2271.1 114.6  10.4     0.0       574.2     1270
## 277 277  49    No  22.5064   1469.9  50.4  12.1     0.7       118.8     1915
## 278 278  69    No  44.2062   2332.2 109.6  19.7     0.1       286.7     4013
## 279 279  38    No  20.7173   1619.3  83.7   8.4     0.5       310.1      902
## 280 280  34   Yes  34.0818   1148.7  41.7   9.8     1.0       173.4     2247
## 281 281  49    No  20.0895   2512.0  64.9  30.2     0.6       168.5     4832
## 282 282  40   Yes  18.3432    833.0  38.8   5.5     0.0       145.3      577
## 283 283  41    No  28.0470   1808.4  61.5  10.5    17.0       176.1     1884
## 284 284  62    No  29.8494   2115.4  84.1  23.9     0.0       189.5     3172
## 285 285  28    No  20.1250   1600.9  68.0  14.2     0.2       171.2     3102
## 286 286  78    No  41.6857    647.7  30.9   3.7     0.0        87.5     1186
## 287 287  67    No  30.7309    849.2  25.4  10.9     0.0        91.7     1237
## 288 288  51    No  24.9082   2166.9 105.8  15.6     0.0       349.1     4098
## 289 289  29   Yes  26.6874   2476.2 121.1  14.3     0.0       263.5     2889
## 290 290  36   Yes  25.7393   1959.3 112.4   6.7     0.5       326.7     1097
## 291 291  43    No  18.5769   1695.3  62.4  17.7     0.0       147.3      570
## 292 292  55    No  25.4258   2307.8 111.0  18.4     3.4       487.8     2627
## 293 293  54    No  24.9550   1392.2  47.8  12.9     0.0        87.5      849
## 294 294  32    No  39.5620   3511.1 114.7  13.9     0.2       444.7     2174
## 295 295  65    No  26.7596   1276.0  60.5  12.0     3.5        87.3     1456
## 296 296  41   Yes  41.6495   2685.1 133.1  11.1    15.0       432.4     3728
## 297 297  60    No  40.6953   1327.0  64.8   9.3     0.1       341.0     1987
## 298 298  73    No  25.8473    853.1  29.8   6.3    10.0       160.5     1022
## 299 299  71    No  21.8109   1215.8  43.8  12.3     5.0       110.8     2079
## 300 300  47    No  37.2776   1927.6  92.5  10.7     0.0       359.1      406
## 301 301  35    No  29.5855   2466.9 112.6   9.6     0.1       331.9      621
## 302 302  34   Yes  21.3291   3103.7 124.7  18.1     8.3       431.0     2652
## 303 303  41    No  34.6149   2046.9 103.0  13.1     0.0       334.2     1745
## 304 304  33    No  18.5769   1835.9  74.1  23.0     0.7       184.2     2121
## 305 305  73   Yes  20.7112   1678.5  82.3   6.3    14.1       249.5     1078
## 306 306  67    No  26.9429   1049.2  44.6   9.6     0.0       247.2     2672
## 307 307  66    No  33.1076   1762.1  72.9  16.5     0.0       240.3     4935
## 308 308  44   Yes  23.2772   3183.1 119.4   6.9    35.0       378.8     1118
## 309 309  36    No  24.7434   2838.8  88.5  24.0     4.5       252.4     9642
## 310 310  48    No  24.6147   2021.1  72.2  16.6     9.0       299.1     1392
## 311 311  46    No  25.8967   2263.6  98.2  19.4     2.6       306.5     2572
## 312 312  45    No  23.8270   1841.1  84.2  14.1     2.2       257.7     1665
## 313 313  49    No  24.2613   1125.6  44.8  11.9     4.0       150.5     6943
## 314 314  31    No  23.4525   2729.6 144.4  13.2     2.2       381.8      741
## 315 315  45    No  26.5081   1627.0  77.4   9.9     0.2       195.6     1242
##     RetinolDiet BetaPlasma RetinolPlasma Gender VitaminUse PriorSmoke
## 1           890        200           915 Female    Regular          2
## 2           451        124           727 Female    Regular          1
## 3           660        328           721 Female Occasional          2
## 4           864        153           615 Female         No          2
## 5          1209         92           799 Female    Regular          1
## 6          1439        148           654 Female         No          2
## 7           802        258           834 Female Occasional          1
## 8          2571         64           825 Female    Regular          1
## 9           944        218           517 Female         No          1
## 10          493         81           562 Female         No          2
## 11          535        184           935 Female    Regular          2
## 12          492         91           741 Female Occasional          1
## 13         1105        120           679   Male         No          1
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## 236             1              3      1      0     0
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## 238             3              1      0      0     1
## 239             3              1      0      0     1
## 240             2              2      0      1     0
## 241             2              2      0      1     0
## 242             1              3      1      0     0
## 243             3              1      0      0     1
## 244             2              2      0      1     0
## 245             3              1      0      0     1
## 246             1              3      1      0     0
## 247             1              3      1      0     0
## 248             2              2      0      1     0
## 249             2              2      0      1     0
## 250             3              1      0      0     1
## 251             3              1      0      0     1
## 252             3              1      0      0     1
## 253             3              1      0      0     1
## 254             2              2      0      1     0
## 255             1              3      1      0     0
## 256             2              2      0      1     0
## 257             1              3      1      0     0
## 258             1              3      1      0     0
## 259             3              1      0      0     1
## 260             1              3      1      0     0
## 261             3              1      0      0     1
## 262             2              2      0      1     0
## 263             1              3      1      0     0
## 264             2              2      0      1     0
## 265             2              2      0      1     0
## 266             3              1      0      0     1
## 267             1              3      1      0     0
## 268             3              1      0      0     1
## 269             2              2      0      1     0
## 270             1              3      1      0     0
## 271             1              3      1      0     0
## 272             3              1      0      0     1
## 273             3              1      0      0     1
## 274             3              1      0      0     1
## 275             1              3      1      0     0
## 276             2              2      0      1     0
## 277             3              1      0      0     1
## 278             3              1      0      0     1
## 279             2              2      0      1     0
## 280             3              1      0      0     1
## 281             1              3      1      0     0
## 282             2              2      0      1     0
## 283             3              1      0      0     1
## 284             3              1      0      0     1
## 285             2              2      0      1     0
## 286             2              2      0      1     0
## 287             1              3      1      0     0
## 288             2              2      0      1     0
## 289             2              2      0      1     0
## 290             3              1      0      0     1
## 291             3              1      0      0     1
## 292             2              2      0      1     0
## 293             1              3      1      0     0
## 294             2              2      0      1     0
## 295             3              1      0      0     1
## 296             1              3      1      0     0
## 297             3              1      0      0     1
## 298             2              2      0      1     0
## 299             1              3      1      0     0
## 300             3              1      0      0     1
## 301             2              2      0      1     0
## 302             1              3      1      0     0
## 303             3              1      0      0     1
## 304             1              3      1      0     0
## 305             2              2      0      1     0
## 306             1              3      1      0     0
## 307             2              2      0      1     0
## 308             2              2      0      1     0
## 309             2              2      0      1     0
## 310             2              2      0      1     0
## 311             3              1      0      0     1
## 312             1              3      1      0     0
## 313             1              3      1      0     0
## 314             1              3      1      0     0
## 315             1              3      1      0     0
model2=lm(mydata$Cholesterol~mydata$vitReg+mydata$vitOcc)
model2
## 
## Call:
## lm(formula = mydata$Cholesterol ~ mydata$vitReg + mydata$vitOcc)
## 
## Coefficients:
##   (Intercept)  mydata$vitReg  mydata$vitOcc  
##       246.599         -9.908         -1.156
summary(model2)
## 
## Call:
## lm(formula = mydata$Cholesterol ~ mydata$vitReg + mydata$vitOcc)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -208.90  -88.30  -35.00   66.83  664.01 
## 
## Coefficients:
##               Estimate Std. Error t value Pr(>|t|)    
## (Intercept)    246.599     12.560  19.633   <2e-16 ***
## mydata$vitReg   -9.908     17.358  -0.571    0.569    
## mydata$vitOcc   -1.156     19.270  -0.060    0.952    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 132.3 on 312 degrees of freedom
## Multiple R-squared:  0.001223,   Adjusted R-squared:  -0.005179 
## F-statistic: 0.1911 on 2 and 312 DF,  p-value: 0.8262
plot(mydata$Cholesterol~mydata$vitReg+mydata$vitOcc)

plot(model2)

mydata$vitReg1[mydata$VitaminUse == 'Regular'] <- 1
mydata$vitReg1[mydata$VitaminUse == 'Occasional'] <- 0
mydata$vitReg1[mydata$VitaminUse == 'No'] <- -1

mydata$vitOcc1[mydata$VitaminUse == 'Regular'] <- 0
mydata$vitOcc1[mydata$VitaminUse == 'Occasional'] <- 1
mydata$vitOcc1[mydata$VitaminUse == 'No'] <- -1
mydata
##      ID Age Smoke Quetelet Calories   Fat Fiber Alcohol Cholesterol BetaDiet
## 1     1  64    No  21.4838   1298.8  57.0   6.3     0.0       170.3     1945
## 2     2  76    No  23.8763   1032.5  50.1  15.8     0.0        75.8     2653
## 3     3  38    No  20.0108   2372.3  83.6  19.1    14.1       257.9     6321
## 4     4  40    No  25.1406   2449.5  97.5  26.5     0.5       332.6     1061
## 5     5  72    No  20.9850   1952.1  82.6  16.2     0.0       170.8     2863
## 6     6  40    No  27.5214   1366.9  56.0   9.6     1.3       154.6     1729
## 7     7  65    No  22.0115   2213.9  52.0  28.7     0.0       255.1     5371
## 8     8  58    No  28.7570   1595.6  63.4  10.9     0.0       214.1      823
## 9     9  35    No  23.0766   1800.5  57.8  20.3     0.6       233.6     2895
## 10   10  55    No  34.9699   1263.6  39.6  15.5     0.0       171.9     3307
## 11   11  66    No  20.9465   1460.8  58.0  18.2     1.0       137.4     1714
## 12   12  40    No  36.4316   1638.2  49.3  14.9     0.0       130.7     2031
## 13   13  57    No  31.7304   2072.9 106.7   9.6     0.9       420.0     1982
## 14   14  66    No  21.7885    987.5  35.6  10.3     0.0       254.9     2120
## 15   15  66    No  27.3192   1574.3  75.0   7.1     0.0       361.5     1388
## 16   16  64    No  31.4467   2868.5 128.8  15.0    20.0       379.5     3888
## 17   17  62    No  25.9025   1751.1  80.7   8.4    14.1       160.3     2194
## 18   18  75    No  29.1526   1407.6  35.0  20.8     7.0       144.1     3470
## 19   19  68    No  38.1873   1628.5  78.6  11.6     0.0       512.3     2108
## 20   20  57    No  25.8967   1101.4  48.5   8.5     5.0       197.2     1157
## 21   21  56    No  24.4588   2433.6 127.6  19.9     7.1       271.2     1739
## 22   22  30    No  22.7212   1437.3  61.5   8.8     2.3       160.9     1008
## 23   23  34    No  24.0812   2062.7  81.1  13.6    18.0       190.5      606
## 24   24  53    No  23.1598   1276.5  50.1   9.0     4.7       143.5     1380
## 25   25  60    No  49.1203   2114.8  77.6  14.9     0.5       239.9     4916
## 26   26  50    No  23.0766   1113.0  32.8  12.9     3.0       104.8     4451
## 27   27  62    No  33.7244   1323.0  60.8  11.4     0.0       155.8     5983
## 28   28  61    No  25.1827   2837.3  84.2  33.8     0.0       192.1     2413
## 29   29  65    No  28.9498   2055.9 111.8  15.9     0.0       226.5     3087
## 30   30  71    No  24.6800   1285.8  55.4  10.6     2.0       353.4      521
## 31   31  43    No  28.4015   1786.9  93.9  10.6     0.0       247.0     2431
## 32   32  33    No  20.5696   3144.8 155.0  17.6     4.1       308.8     3141
## 33   33  74   Yes  16.3311   1241.0  53.1  10.8     0.1       206.1     1668
## 34   34  41    No  21.0312   2419.3 122.7  16.2     0.3       325.2     4366
## 35   35  56    No  22.6438   2712.7 145.3  13.4     8.0       242.6      494
## 36   36  44   Yes  25.8787   1810.0  95.3  17.5     0.0       253.1     7026
## 37   37  37    No  35.3601   1778.1  75.9  10.8     0.5       332.6     1529
## 38   38  37    No  25.9400   1147.9  47.6   7.3     0.1       117.0      241
## 39   39  39   Yes  21.9991   1951.4 109.1   4.7     0.0       461.1      998
## 40   40  37    No  22.5121   2035.5  65.7  22.1     0.7       205.3     6082
## 41   41  53    No  27.4927   1248.6  56.9   8.2     0.0       223.2     2741
## 42   42  66    No  27.4961   3184.8 199.0  16.8     0.2       362.6     2100
## 43   43  58    No  24.1797   1538.1  78.7  14.2     0.9       231.2     2359
## 44   44  31   Yes  23.3459   1456.5  56.6   8.5     1.0       182.7      603
## 45   45  49    No  21.6784   1656.3  59.5  13.3     0.1       180.3     1625
## 46   46  75    No  21.3291   1396.8  53.3  13.2     3.2        99.3     2888
## 47   47  62    No  33.7442   1588.1  88.9   7.4     0.0       362.6     1099
## 48   48  56    No  32.0748   1566.5  95.2   6.5     7.2       408.0     2103
## 49   49  69    No  31.6684    827.9  32.8   8.7     0.0        79.8     2260
## 50   50  50   Yes  25.1119   2340.4 110.4  11.3    14.0       260.7      452
## 51   51  50    No  20.4034   1902.9  72.9  35.4     7.3       175.6     3549
## 52   52  72    No  39.2229   1111.9  47.2  10.2     0.2        69.4     2204
## 53   53  60    No  19.9326   1333.8  37.1  16.9     6.5        84.0     4964
## 54   54  55    No  21.6362   1896.1  82.2   9.3    10.0       296.8     1052
## 55   55  43    No  29.0047   1472.7  61.8  12.2     0.0       216.3     3572
## 56   56  29    No  18.8340   2237.4  77.6  22.6     0.7       180.6     2902
## 57   57  44   Yes  29.1135   1446.2  63.2   9.5     3.2       208.8     1788
## 58   58  48    No  32.3483   2908.5 139.1  16.4     0.2       511.6     5111
## 59   59  38    No  23.8573   2190.7  96.9  17.7     1.3       192.1     1378
## 60   60  33    No  19.4090   1878.2  81.6   9.6     4.9       265.8     1431
## 61   61  56    No  16.6367   1436.8  57.2   9.4     0.0       183.3     1727
## 62   62  65   Yes  23.3762   6662.2 164.3  11.3   203.0       603.0     2893
## 63   63  48    No  30.2950   2893.3 125.8  18.8     1.7       256.7     2524
## 64   64  66    No  22.5743   1902.4  76.7  17.7     3.1       216.7     2533
## 65   65  78    No  26.3675   1531.6  69.5   5.4     0.0       168.0      982
## 66   66  65    No  23.5424   1220.7  34.6  16.5     5.6       152.8     1535
## 67   67  72    No  22.0119   1247.7  46.8  10.2     0.0       347.9      326
## 68   68  31   Yes  21.0778   1631.5  75.2   8.5     0.7       277.1     1487
## 69   69  74    No  25.7393    818.1  34.3   6.6     3.7        55.4     1114
## 70   70  61    No  25.1827   1570.1  58.7  19.3     2.0       158.3     1080
## 71   71  83    No  25.2068   1331.2  50.6   7.7     0.3       380.7     2492
## 72   72  46    No  30.7096   2052.4 120.4  10.2     0.0       195.2     1349
## 73   73  62    No  23.9217   1823.0  80.3  17.4     6.2       256.8     6948
## 74   74  56   Yes  20.6410   1743.8  85.3  13.2     7.2       349.6     1086
## 75   75  33    No  26.6369   3457.2 166.0  17.5    10.5       452.8     2629
## 76   76  45    No  22.3611   1126.7  20.4  12.5     7.2        71.8     1307
## 77   77  41    No  23.0939   3258.3 101.2  26.2     0.5       341.7     1306
## 78   78  73    No  24.6800   2833.7 119.9  14.6    18.2       365.0     3465
## 79   79  31    No  21.3314   2264.3 105.5  13.4     3.2       396.5     1846
## 80   80  50    No  25.1199   2026.0  85.5  11.2    21.0       268.2     1334
## 81   81  65    No  28.4020   1747.6  83.6  10.9     0.0       244.8     4848
## 82   82  35   Yes  21.8340   1575.5  53.9   7.0     1.0       216.2     1734
## 83   83  42    No  29.0357   1785.4  94.1  10.0     0.7       288.0     1120
## 84   84  19    No  29.2415   2558.9 116.1  12.3     0.0       324.5     1498
## 85   85  37    No  19.9861    839.0  29.2   4.7     6.4        66.5      330
## 86   86  44    No  24.0812   2391.3  95.4  20.6     0.0       283.3     5909
## 87   87  36    No  23.3459   1887.4 110.2   6.0     0.1       211.7     3326
## 88   88  53   Yes  25.1406   2798.2 125.9  17.7     7.0       239.0     2110
## 89   89  69   Yes  27.2289   2654.9 126.0  23.3     0.0       248.0     2719
## 90   90  74    No  27.9862   1202.0  46.6  11.4     0.0        59.2     2309
## 91   91  70    No  22.5331   1235.9  51.1   9.6     3.0       142.0     1153
## 92   92  56    No  26.3173   2225.1 111.5  10.4     6.8       283.7     1432
## 93   93  77    No  27.7905    866.9  31.0   9.8     0.2        59.7     2493
## 94   94  73    No  24.4172   1666.8  76.5  13.3     0.0       747.5     3054
## 95   95  43    No  23.0381   3711.0 202.7  14.9    18.0       469.2     1861
## 96   96  41    No  23.6169   1055.0  33.2  12.9     0.9       220.0     4268
## 97   97  22    No  27.0053   2733.0 123.8   5.1     0.3       440.3     1652
## 98   98  44    No  23.4605   1660.1  80.3  13.6     0.1        89.0     1802
## 99   99  51    No  25.1571   1952.7  63.8  17.9    11.0       201.3     2308
## 100 100  46   Yes  35.2597   2667.5 131.6  10.1     0.0       550.5     1210
## 101 101  25   Yes  20.6410   1517.4  59.1   5.9     0.0       127.6      214
## 102 102  69    No  23.0056   1711.4  98.2  10.8     0.3       332.4     1370
## 103 103  69    No  25.2317   1756.4  82.3   8.8     0.0       500.3     2354
## 104 104  58    No  27.3369   2186.2  99.3  14.9     0.2       263.8     2446
## 105 105  77    No  25.8813   2075.2  75.6  21.4     0.0       228.8     3473
## 106 106  67    No  24.7353   2021.2  94.8  13.3     8.0       417.6     3359
## 107 107  37    No  29.3256   1653.2  77.3  12.5     1.0       162.6     1062
## 108 108  47    No  21.1882   1076.6  33.4  22.5     4.1       138.8     1489
## 109 109  60   Yes  19.6773   1506.7  76.3  14.6     0.0       239.2     3982
## 110 110  49    No  25.0700   1511.7  54.4  16.1     4.2       200.5     1656
## 111 111  83    No  25.5977   1933.6  98.8  11.1     0.0       224.7      768
## 112 112  56    No  22.0119   1830.0  52.8  13.8     8.5       689.4     1496
## 113 113  39    No  30.2913   1256.7  43.7   5.3     0.3       133.6      683
## 114 114  41    No  41.8559   1823.7  54.7  14.6     0.0       188.0      885
## 115 115  37   Yes  28.3357   1902.8  81.7   8.2     0.0       178.6     1662
## 116 116  66    No  26.5081    958.5  37.7   8.3     0.0       108.6     1552
## 117 117  55    No  21.0778   2328.3 112.6  13.9     2.9       281.9     2144
## 118 118  49    No  39.4650   1574.0  74.6  14.1     0.0       440.6     3567
## 119 119  31    No  18.9836   1646.2  52.2  13.2     5.0       174.9     1423
## 120 120  64    No  18.8783   1828.0  63.4  14.7     0.0        87.9     1293
## 121 121  57    No  23.2212   1288.7  63.2  10.6     0.0       200.2     2111
## 122 122  42   Yes  26.8491   1084.3  25.2  21.8     1.0       105.7     2874
## 123 123  40    No  25.8813   2431.9  93.7  17.8     0.1       364.6     1699
## 124 124  73   Yes  19.4090   2453.5 118.5  10.3     0.0       516.5      954
## 125 125  37    No  19.5708   1645.7  76.0   6.6     4.0       225.9     1368
## 126 126  43    No  20.2970   2075.9  96.5  17.3     7.0       271.8     3318
## 127 127  66    No  26.4205   1563.7  73.3  12.0     1.1       300.9     2247
## 128 128  26    No  20.3795   1663.3  64.6   7.6     2.0       124.7      910
## 129 129  45    No  29.2415   1601.4  93.9   8.8     0.0       255.8     1171
## 130 130  74    No  30.2950   1718.9  57.9  15.0     1.2       272.7     2077
## 131 131  49    No  21.4790   1010.6  29.4   9.1     6.2        98.8     1210
## 132 132  41    No  19.4090   1372.7  61.6   9.5     0.0       182.5     1826
## 133 133  74    No  27.3192   1837.0  76.9  13.6     0.0       383.6     2628
## 134 134  38   Yes  21.8451   1662.7  58.7  15.7     3.7       163.7      561
## 135 135  83    No  22.2224   1534.7  54.9  26.3     0.0        77.5     1893
## 136 136  70    No  28.0470   2005.8  89.5   8.5     0.1       121.2     1312
## 137 137  39    No  26.0943   1187.8  32.8  11.6     0.0       154.9     1913
## 138 138  65    No  21.5851   1446.2  56.8  10.8     0.0       127.9      924
## 139 139  72    No  21.0312    976.7  68.4   3.1     0.0        99.6      728
## 140 140  46    No  23.6773   2706.7 104.9  16.8    22.0       416.0     4387
## 141 141  46    No  30.0587   1546.0  73.6  10.3     7.0       284.8     1976
## 142 142  51    No  34.1851   1324.0  46.0  12.7     0.0       151.0     2422
## 143 143  39    No  24.0812   1368.9  61.6  14.4     6.7       314.9     1407
## 144 144  33   Yes  20.1613   3228.0 141.1  14.4     0.0       718.8     1301
## 145 145  49    No  31.7263   2825.8  97.8   7.5    35.0       374.3     1112
## 146 146  44    No  23.3932   1220.9  35.1  14.0     0.0        99.2     1052
## 147 147  69    No  24.2613   1174.7  47.4   9.9     0.1        89.9     1008
## 148 148  52    No  27.8335    828.2  52.3   6.1     1.2       141.1     1054
## 149 149  82    No  20.2177   1708.1  94.2  15.1     2.0       224.7     1484
## 150 150  46    No  23.4786   1182.9  60.2   5.2     0.2       164.5      657
## 151 151  25    No  22.7051    928.4  29.7   6.0     0.5       120.7      604
## 152 152  54    No  37.8687   4373.6 235.9  22.9     0.1       814.7     2912
## 153 153  70    No  25.7393   1387.7  55.2  11.2     0.0       114.0      869
## 154 154  35    No  18.4385   1555.6  72.8  11.5     0.0       174.1     1578
## 155 155  46    No  33.1948   1581.7  64.1  12.3     0.1       170.1     1210
## 156 156  70    No  29.5966   1397.4  60.5   9.2     0.0       228.5     1554
## 157 157  71    No  22.1532   1305.4  43.3  10.2     0.0        72.7     3445
## 158 158  59    No  26.8868   1249.6  24.2  14.7     0.0        97.2     3014
## 159 159  42    No  20.5412   2347.3 104.4  12.5     0.0       249.3     1666
## 160 160  46    No  39.4062   1207.1  42.8  11.6     0.0       155.1     1462
## 161 161  37    No  33.3723   1688.1  45.0  17.1     0.8       141.1     1272
## 162 162  39    No  21.9409   1719.3  49.7  18.4    11.0       164.6     5296
## 163 163  43    No  25.5828   2501.6 121.1  19.5     0.0       343.0     5605
## 164 164  23    No  20.1259   2219.1 120.9  13.1     2.0       415.8     2430
## 165 165  45    No  20.2398   1827.7  71.2  10.4     2.0       267.5     2375
## 166 166  63    No  23.9217   1282.3  26.4  13.6     0.1       100.6     3753
## 167 167  44   Yes  28.3486   1427.2  60.6   8.3     0.2       195.0      695
## 168 168  43    No  20.4034   2000.8  86.7  14.8     0.9       200.9     1649
## 169 169  33    No  27.8695   1622.4  71.5  12.9     1.0       214.8     2317
## 170 170  35    No  34.0818   3114.0 160.2  14.9     0.2       432.3     1702
## 171 171  50    No  23.0716   2012.0 112.9  14.3     6.5       456.9     1007
## 172 172  50    No  29.0157   2106.4  97.0  12.9     0.0       344.3     2308
## 173 173  59    No  25.5977   1546.6  72.9  15.1     0.7       192.8     4694
## 174 174  38    No  23.0766   1149.0  43.6   8.6    10.5       122.5     2749
## 175 175  60    No  29.7475    659.3  22.2   7.0     0.1       102.0     1497
## 176 176  54    No  19.1770   1580.6  82.9   9.4     5.2        98.3     1171
## 177 177  71    No  24.4634   1850.5  75.9  16.1     7.2       247.9     3054
## 178 178  48    No  22.5319   1242.1  37.5  13.3     1.0       148.4     1488
## 179 179  49    No  32.0177   1099.4  56.9   5.2     0.5       169.9      829
## 180 180  27   Yes  29.2415   1127.6  59.4   7.4     0.0       183.4     1037
## 181 181  27   Yes  25.4454   2919.5 125.3  14.3     1.0       370.0      846
## 182 182  75    No  21.5278   1049.1  51.7   8.0     0.0       188.9     1382
## 183 183  45    No  26.4205   1366.6  42.5  12.9     2.5       141.2     3407
## 184 184  35    No  30.4455   1884.8  91.6  11.1     5.0       518.0      758
## 185 185  56    No  33.5921   1494.5  59.1   6.8     0.0       111.5      599
## 186 186  41   Yes  27.5214   1444.6  89.1   6.8     0.0       280.1     1073
## 187 187  48    No  32.9913    445.2  14.4   5.0     0.0       102.8      862
## 188 188  48    No  21.8351   1849.8  80.6  13.8     3.2       549.1     4291
## 189 189  32    No  20.1579   1678.2  54.3  12.9     1.5       147.3     1668
## 190 190  38    No  46.7376   1390.4  55.7  10.8     0.0       195.1     2809
## 191 191  52    No  33.2962   1749.9  81.3  12.1     0.0       226.5     2373
## 192 192  40    No  24.0103    742.3  36.5   5.9     2.1       133.9     1850
## 193 193  44    No  23.0716   1148.5  50.3   7.1     0.1       139.2     1352
## 194 194  70    No  22.4821   1730.6  72.9  14.4     0.2       363.1     2315
## 195 195  55   Yes  29.0357   1162.5  54.0   5.6     0.2       175.2     1417
## 196 196  48    No  20.2177   1738.9  63.5  12.2     0.5       205.9     4504
## 197 197  38    No  20.7176   1432.1  58.5   6.3     0.2       131.9      998
## 198 198  49    No  20.4034   3098.9 106.2  25.2     1.2       447.6     4430
## 199 199  36    No  32.9594   2342.3  95.8  19.2     1.7       389.4     3201
## 200 200  64    No  21.5011   2319.9  97.6  22.3     0.0       155.3     3686
## 201 201  49    No  23.6794   1292.8  43.1  10.6    11.0       180.7     2131
## 202 202  49   Yes  22.7216    784.4  40.6   4.9     3.0        97.4      852
## 203 203  43    No  22.9146   2038.5  80.7  17.1     0.0       232.3     2781
## 204 204  33    No  23.9378   1366.8  55.9   6.2     0.0       196.0     1151
## 205 205  38    No  26.0943   1550.0  66.8  12.1     0.0       253.2     3970
## 206 206  36    No  19.7664   1240.7  50.9   6.9     0.3       116.0      808
## 207 207  33    No  21.6734   2814.6 111.2  16.8     0.0       399.3      843
## 208 208  47    No  20.8130   1612.5  45.5   9.0    15.0       149.9     2537
## 209 209  53    No  40.6892   1576.3  54.8  13.5     0.1       308.9     2205
## 210 210  41    No  29.1423   1197.7  54.5   4.9     0.0       135.6      587
## 211 211  36    No  21.0778   2045.3  84.8  13.2     0.7       271.9     3591
## 212 212  32    No  35.9753   3328.4 163.3  20.0     4.1       425.5     3434
## 213 213  57    No  26.9429   2513.3  98.9  10.6     0.0       428.1     2869
## 214 214  42    No  21.6784   1737.4  62.1  16.3     0.2       211.7     2515
## 215 215  37   Yes  27.2655   1034.4  34.5   8.9     0.0       118.5      807
## 216 216  52    No  32.6718   2083.9  93.1   8.8     0.0       328.1      766
## 217 217  45   Yes  28.7254   1481.8  75.3  10.4     0.2       336.9      720
## 218 218  42    No  20.7690   1051.2  44.0  10.9     0.2       165.5      516
## 219 219  42    No  21.2065   1730.1  58.3  16.6     4.5       196.1     3785
## 220 220  41   Yes  20.7176   1102.8  56.6   5.3     0.0       329.8     1436
## 221 221  41    No  26.3117   1496.7  64.6   5.9     1.0       239.8      613
## 222 222  26   Yes  20.5412   1987.2  76.6   9.8     0.0       156.1     1460
## 223 223  70    No  20.1613   2017.2 136.0   7.6     0.0       195.8     2251
## 224 224  44    No  26.3675   1525.6  85.4   7.9     0.1       179.4     2029
## 225 225  46    No  28.4020   1342.2  69.7   5.9     1.0       215.4     8046
## 226 226  22    No  50.4033   1511.7  64.4  10.2     0.0       190.3     1074
## 227 227  46   Yes  21.6784   1570.1  74.1  13.7     0.9       145.7     3556
## 228 228  32    No  20.0560   2703.4 120.6  11.4     0.1       284.3     1218
## 229 229  27    No  23.8763   1200.6  61.5   8.7     1.5       208.7     2199
## 230 230  52    No  37.1113   1891.6  73.8  17.6     0.0       226.0     5810
## 231 231  42    No  36.5973   1434.9  59.3  11.2     0.0       281.1     1214
## 232 232  34    No  28.5795   2118.1  93.0  20.1     0.0       170.0     2215
## 233 233  36    No  40.2953   1414.6  51.2  13.7     0.0       135.8     1678
## 234 234  59    No  24.8040   2192.3  78.7  14.2     0.0       173.5     2579
## 235 235  75    No  36.4737   1380.6  54.5  13.5     0.1       201.6      925
## 236 236  43    No  45.8581   1626.3  72.2   7.9     0.0       157.5      404
## 237 237  56    No  30.4824   2210.7 113.1  10.5     6.1       340.1     2008
## 238 238  48    No  19.7039   1600.7  77.7  11.2     7.2       180.1     2469
## 239 239  34   Yes  21.9638   1076.2  52.7   6.1     0.0        78.3      755
## 240 240  37    No  23.3459   2094.5  78.9  17.3     1.0       193.4     1718
## 241 241  41    No  31.8216   1823.0  74.8  12.1     1.3       196.9     2133
## 242 242  74    No  23.3459   1512.1  73.8   8.7     5.7       182.8     1167
## 243 243  73    No  21.0113    840.6  34.3   8.2     0.1        81.1      619
## 244 244  53   Yes  19.7810   1996.1  98.8   9.2     0.0       436.8      908
## 245 245  74    No  21.1364   2171.6  76.6  20.4     0.0       176.3     3690
## 246 246  77    No  24.3272   1481.4  55.0  11.2     0.0       191.7     3425
## 247 247  39    No  21.1781   1829.2  79.0  15.6     0.0       178.4     2787
## 248 248  29    No  18.6003   1041.6  45.4   6.0     3.0       139.5      675
## 249 249  37    No  44.9106   2010.4 101.2  16.0     0.1       362.4     2142
## 250 250  47    No  23.9642   2120.8  77.4  17.0     8.4       185.9     2299
## 251 251  64    No  21.2065   1008.4  35.4   5.6    14.0        37.7      544
## 252 252  36    No  42.8886    798.2  30.6   7.9     2.4        46.3      604
## 253 253  42    No  20.4172   3099.2 134.9  19.0     0.8       469.3     6558
## 254 254  64    No  25.6599   2055.7 114.4  13.0     0.0       248.4     2661
## 255 255  38    No  20.7029   2585.3 129.8  21.1     4.0       429.5     7362
## 256 256  39    No  28.4015   1906.5  86.4  10.4    15.5       265.9     2583
## 257 257  40    No  31.2422   3014.9 165.7  14.4     0.0       900.7     1028
## 258 258  29    No  37.9400   1631.0  55.6  13.8     0.5       189.5     3435
## 259 259  71    No  24.9883   1399.5  66.5   9.6     8.0       260.0     1527
## 260 260  45    No  23.4316   2319.0 122.1  13.4     0.1       305.7     2047
## 261 261  63    No  18.9209   1655.9  70.8  15.1     0.1       177.3     2897
## 262 262  46    No  24.2613   1422.8  58.3   7.8     7.1       206.3     1987
## 263 263  75    No  21.6784   2511.5  92.3  36.8     0.6       228.3     4271
## 264 264  46    No  35.1907    740.6  38.5   5.3     0.0       113.9      868
## 265 265  44    No  22.5440   1292.6  49.4  10.4     1.2       186.5      578
## 266 266  24    No  31.9972   3021.9 171.0  11.4     0.1       466.3      953
## 267 267  32    No  22.5121   1918.4  63.1  16.1     5.0       202.2     1048
## 268 268  66    No  22.6438   2086.6  72.3  16.0     0.0       112.8     1439
## 269 269  43    No  26.3475   3449.7 172.8  20.5     1.4       381.3     3324
## 270 270  73    No  24.9412   1186.4  46.1  10.5     1.5       119.7      921
## 271 271  54    No  25.7501   1724.7  75.1  18.2     0.0       173.3     1192
## 272 272  44   Yes  29.9774   1877.4  92.2   7.7     0.2       211.6     1665
## 273 273  55    No  22.8771   2272.6  94.5  10.9    14.2       269.2     3610
## 274 274  70   Yes  23.8270   1514.4  51.7  14.2     7.0        97.5     3317
## 275 275  32    No  25.4573   2170.3  95.1  15.2     0.2       175.2     3313
## 276 276  33    No  23.2690   2271.1 114.6  10.4     0.0       574.2     1270
## 277 277  49    No  22.5064   1469.9  50.4  12.1     0.7       118.8     1915
## 278 278  69    No  44.2062   2332.2 109.6  19.7     0.1       286.7     4013
## 279 279  38    No  20.7173   1619.3  83.7   8.4     0.5       310.1      902
## 280 280  34   Yes  34.0818   1148.7  41.7   9.8     1.0       173.4     2247
## 281 281  49    No  20.0895   2512.0  64.9  30.2     0.6       168.5     4832
## 282 282  40   Yes  18.3432    833.0  38.8   5.5     0.0       145.3      577
## 283 283  41    No  28.0470   1808.4  61.5  10.5    17.0       176.1     1884
## 284 284  62    No  29.8494   2115.4  84.1  23.9     0.0       189.5     3172
## 285 285  28    No  20.1250   1600.9  68.0  14.2     0.2       171.2     3102
## 286 286  78    No  41.6857    647.7  30.9   3.7     0.0        87.5     1186
## 287 287  67    No  30.7309    849.2  25.4  10.9     0.0        91.7     1237
## 288 288  51    No  24.9082   2166.9 105.8  15.6     0.0       349.1     4098
## 289 289  29   Yes  26.6874   2476.2 121.1  14.3     0.0       263.5     2889
## 290 290  36   Yes  25.7393   1959.3 112.4   6.7     0.5       326.7     1097
## 291 291  43    No  18.5769   1695.3  62.4  17.7     0.0       147.3      570
## 292 292  55    No  25.4258   2307.8 111.0  18.4     3.4       487.8     2627
## 293 293  54    No  24.9550   1392.2  47.8  12.9     0.0        87.5      849
## 294 294  32    No  39.5620   3511.1 114.7  13.9     0.2       444.7     2174
## 295 295  65    No  26.7596   1276.0  60.5  12.0     3.5        87.3     1456
## 296 296  41   Yes  41.6495   2685.1 133.1  11.1    15.0       432.4     3728
## 297 297  60    No  40.6953   1327.0  64.8   9.3     0.1       341.0     1987
## 298 298  73    No  25.8473    853.1  29.8   6.3    10.0       160.5     1022
## 299 299  71    No  21.8109   1215.8  43.8  12.3     5.0       110.8     2079
## 300 300  47    No  37.2776   1927.6  92.5  10.7     0.0       359.1      406
## 301 301  35    No  29.5855   2466.9 112.6   9.6     0.1       331.9      621
## 302 302  34   Yes  21.3291   3103.7 124.7  18.1     8.3       431.0     2652
## 303 303  41    No  34.6149   2046.9 103.0  13.1     0.0       334.2     1745
## 304 304  33    No  18.5769   1835.9  74.1  23.0     0.7       184.2     2121
## 305 305  73   Yes  20.7112   1678.5  82.3   6.3    14.1       249.5     1078
## 306 306  67    No  26.9429   1049.2  44.6   9.6     0.0       247.2     2672
## 307 307  66    No  33.1076   1762.1  72.9  16.5     0.0       240.3     4935
## 308 308  44   Yes  23.2772   3183.1 119.4   6.9    35.0       378.8     1118
## 309 309  36    No  24.7434   2838.8  88.5  24.0     4.5       252.4     9642
## 310 310  48    No  24.6147   2021.1  72.2  16.6     9.0       299.1     1392
## 311 311  46    No  25.8967   2263.6  98.2  19.4     2.6       306.5     2572
## 312 312  45    No  23.8270   1841.1  84.2  14.1     2.2       257.7     1665
## 313 313  49    No  24.2613   1125.6  44.8  11.9     4.0       150.5     6943
## 314 314  31    No  23.4525   2729.6 144.4  13.2     2.2       381.8      741
## 315 315  45    No  26.5081   1627.0  77.4   9.9     0.2       195.6     1242
##     RetinolDiet BetaPlasma RetinolPlasma Gender VitaminUse PriorSmoke
## 1           890        200           915 Female    Regular          2
## 2           451        124           727 Female    Regular          1
## 3           660        328           721 Female Occasional          2
## 4           864        153           615 Female         No          2
## 5          1209         92           799 Female    Regular          1
## 6          1439        148           654 Female         No          2
## 7           802        258           834 Female Occasional          1
## 8          2571         64           825 Female    Regular          1
## 9           944        218           517 Female         No          1
## 10          493         81           562 Female         No          2
## 11          535        184           935 Female    Regular          2
## 12          492         91           741 Female Occasional          1
## 13         1105        120           679   Male         No          1
## 14         1047         61           507 Female    Regular          1
## 15          980        108           852   Male         No          1
## 16         1545        211          1249   Male         No          2
## 17          242        235          1035   Male    Regular          2
## 18          479        288          1262   Male    Regular          2
## 19          921        102           904 Female         No          1
## 20          445        113          1727   Male         No          2
## 21          926         74           684   Male         No          2
## 22          695        129           537 Female         No          2
## 23          944        140           760 Female         No          1
## 24          708        138           809 Female Occasional          2
## 25         1150        143           697 Female    Regular          1
## 26          554        416           676 Female    Regular          1
## 27          320        212           822 Female Occasional          2
## 28          656        786           691 Female    Regular          1
## 29         1199         35           599   Male         No          1
## 30          975        122           901   Male         No          2
## 31          914        119           818 Female         No          2
## 32         1579        182           623 Female Occasional          2
## 33         1618        186           624 Female         No          3
## 34         1759        216           526 Female         No          1
## 35          608        751          1002   Male Occasional          2
## 36          508         39           179 Female    Regular          3
## 37          517        107           564 Female Occasional          2
## 38          314         74           456 Female         No          2
## 39          588        418           665   Male    Regular          3
## 40          674       1415           632 Female    Regular          1
## 41          419        400           502 Female         No          1
## 42         1083        102           838 Female         No          2
## 43          834        135           574 Female Occasional          2
## 44          473         97           611 Female Occasional          3
## 45          707        124           476 Female Occasional          1
## 46          323        195           546 Female    Regular          1
## 47          651        107           411 Female    Regular          1
## 48          855         53           475 Female         No          1
## 49          264        148           321   Male    Regular          2
## 50          550         77           388 Female         No          3
## 51          969        316           586 Female         No          1
## 52          239         77           648 Female    Regular          1
## 53          374        266           550 Female Occasional          1
## 54          605         39           783   Male         No          2
## 55          809        225           258 Female    Regular          1
## 56         1065        173           299 Female    Regular          1
## 57          677         79           384 Female Occasional          3
## 58         1359        102           692 Female    Regular          2
## 59          685        158           634 Female Occasional          1
## 60          724        159           592 Female Occasional          1
## 61          898        157           383 Female    Regular          1
## 62         1364         96           317   Male         No          3
## 63         1250        160           247 Female    Regular          1
## 64          592        100           730   Male    Regular          2
## 65          854        293           587 Female    Regular          2
## 66          493        171           407   Male         No          1
## 67          407         89           831 Female         No          2
## 68         1120        109           531 Female Occasional          3
## 69          453        129           560 Female         No          2
## 70          724         87           397 Female         No          1
## 71         1310        328           768 Female Occasional          1
## 72          860        298           393 Female Occasional          2
## 73          417        379           810 Female    Regular          2
## 74          464        204           624 Female         No          3
## 75         1470         75           227   Male    Regular          1
## 76          178        127           525 Female         No          2
## 77         1163        131           542 Female    Regular          2
## 78          743         21           558   Male         No          2
## 79          760        233           504 Female Occasional          2
## 80          486         73          1031   Male    Regular          1
## 81         1005         25           187 Female         No          1
## 82         1215        137           677 Female    Regular          3
## 83          619         82           783   Male    Regular          2
## 84         1066        327           693 Female    Regular          1
## 85          394        142           511 Female    Regular          1
## 86         1702         86           435 Female    Regular          2
## 87          928        150           362 Female         No          2
## 88         1458         53           592   Male         No          3
## 89         1323        112           360   Male         No          3
## 90          578        104           476 Female    Regular          1
## 91         1048        170           369 Female    Regular          1
## 92         1006        150           619 Female         No          2
## 93          640        282           472 Female    Regular          1
## 94         4041         91           426   Male    Regular          2
## 95          783        125           592 Female    Regular          2
## 96          341        282           426   Male Occasional          1
## 97         1525         16           799 Female    Regular          2
## 98          233        129           497 Female    Regular          2
## 99         1838        180           622 Female         No          2
## 100        1291         39           549   Male         No          3
## 101         914         54           539 Female    Regular          3
## 102         695         78           522   Male Occasional          2
## 103         842         34           551   Male         No          2
## 104         881         95           466 Female Occasional          1
## 105        1326        174           423   Male Occasional          1
## 106        1060         95           797   Male         No          2
## 107        1070         97           532 Female Occasional          2
## 108         490        204           422 Female Occasional          2
## 109         350         25           421 Female         No          3
## 110         652        270           527 Female Occasional          2
## 111         719        285           512   Male    Regular          2
## 112         546        110           756 Female    Regular          1
## 113         627        162           456 Female         No          1
## 114         687        179           456 Female Occasional          1
## 115         779        131           449 Female         No          3
## 116         326         86           406 Female         No          1
## 117         815        225           519 Female Occasional          1
## 118         963        249           464 Female    Regular          2
## 119        1845        254           523 Female    Regular          2
## 120        1101        189           588 Female    Regular          1
## 121         950        108           564 Female    Regular          1
## 122         159        121           927 Female    Regular          3
## 123        2263        238           953   Male    Regular          2
## 124        1328        127           516   Male         No          3
## 125         427        141           669 Female Occasional          1
## 126         651        427           572 Female         No          1
## 127         728        305           727 Female Occasional          1
## 128         605         74           544 Female         No          1
## 129         453        156           917 Female    Regular          2
## 130        1374        168           586 Female Occasional          1
## 131         555        116           516 Female         No          1
## 132         386        290           404 Female    Regular          2
## 133         966        304           709   Male         No          1
## 134         947        198           429 Female         No          3
## 135         426        253           629   Male    Regular          1
## 136         688        148          1139 Female    Regular          1
## 137        1048        492           466 Female Occasional          2
## 138         684        156           372 Female    Regular          1
## 139         797         27           558 Female    Regular          2
## 140         926         52           476   Male         No          2
## 141         417        210           418 Female         No          1
## 142         208         83           564 Female         No          1
## 143        1335        182           431 Female    Regular          1
## 144         307         40           485 Female         No          3
## 145         735         69           733   Male         No          2
## 146         441        172           402 Female         No          1
## 147         783        253           760 Female         No          1
## 148         366        435           659 Female         No          2
## 149         790        429           599 Female    Regular          1
## 150         441        326           495 Female         No          1
## 151         432         75           436 Female Occasional          1
## 152        2104        121           416 Female    Regular          1
## 153        1595        292           701 Female Occasional          1
## 154         689        207           553 Female Occasional          1
## 155         795        118           652 Female Occasional          1
## 156         675        108           621   Male         No          1
## 157        1015        385           617 Female    Regular          2
## 158        1340        408           784 Female    Regular          1
## 159         859         97           352 Female    Regular          1
## 160         868        118           677 Female         No          1
## 161         145         60           520 Female    Regular          2
## 162         554        357           474 Female Occasional          2
## 163         858        858           643 Female    Regular          2
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## 168         751        487           453 Female    Regular          1
## 169         437         70           428 Female         No          2
## 170        1224         43           434 Female         No          2
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## 172         982        231           413 Female Occasional          2
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## 174         329        181           727 Female         No          2
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## 177         629         85           853   Male         No          2
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## 183         532        154           437 Female Occasional          1
## 184         454        206           657 Female         No          1
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## 188         661        274           344 Female    Regular          1
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## 191        1816        105           464 Female Occasional          1
## 192         309        159           542 Female         No          1
## 193         455         83           824 Female         No          1
## 194        1196        425           602 Female    Regular          1
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## 201         227        372          1443 Female Occasional          2
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## 204         498         51           602 Female Occasional          1
## 205         390        286           502 Female    Regular          1
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## 224         898         78           559 Female    Regular          1
## 225         453        102           701 Female         No          1
## 226         399         50           332 Female         No          1
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## 250        1529         92           520 Female         No          1
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## 257        3061          0           254 Female    Regular          1
## 258        1104         84           644 Female    Regular          1
## 259         822        161           636 Female         No          2
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## 290         966        140          1102 Female         No          3
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## 294        1814        202           649 Female Occasional          1
## 295         443        133           710 Female         No          1
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## 310        1027        144           752 Female Occasional          2
## 311        1261        164           216 Female         No          2
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##     VitaminUseNum VitaminUseNum2 vitReg vitOcc vitNo vitReg1 vitOcc1
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## 304             1              3      1      0     0       1       0
## 305             2              2      0      1     0       0       1
## 306             1              3      1      0     0       1       0
## 307             2              2      0      1     0       0       1
## 308             2              2      0      1     0       0       1
## 309             2              2      0      1     0       0       1
## 310             2              2      0      1     0       0       1
## 311             3              1      0      0     1      -1      -1
## 312             1              3      1      0     0       1       0
## 313             1              3      1      0     0       1       0
## 314             1              3      1      0     0       1       0
## 315             1              3      1      0     0       1       0
modelVitEC=lm(mydata$Cholesterol~mydata$vitReg1+mydata$vitOcc1)
modelVitEC
## 
## Call:
## lm(formula = mydata$Cholesterol ~ mydata$vitReg1 + mydata$vitOcc1)
## 
## Coefficients:
##    (Intercept)  mydata$vitReg1  mydata$vitOcc1  
##        242.911          -6.220           2.532
summary(modelVitEC)
## 
## Call:
## lm(formula = mydata$Cholesterol ~ mydata$vitReg1 + mydata$vitOcc1)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -208.90  -88.30  -35.00   66.83  664.01 
## 
## Coefficients:
##                Estimate Std. Error t value Pr(>|t|)    
## (Intercept)     242.911      7.564  32.116   <2e-16 ***
## mydata$vitReg1   -6.220     10.250  -0.607    0.544    
## mydata$vitOcc1    2.532     11.331   0.223    0.823    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 132.3 on 312 degrees of freedom
## Multiple R-squared:  0.001223,   Adjusted R-squared:  -0.005179 
## F-statistic: 0.1911 on 2 and 312 DF,  p-value: 0.8262
anova(modelVitEC)
## Analysis of Variance Table
## 
## Response: mydata$Cholesterol
##                 Df  Sum Sq Mean Sq F value Pr(>F)
## mydata$vitReg1   1    5817  5817.3  0.3322 0.5648
## mydata$vitOcc1   1     874   874.2  0.0499 0.8233
## Residuals      312 5463749 17512.0
plot(mydata$Cholesterol~mydata$vitReg1+mydata$vitOcc1)

plot(modelVitEC)

mydata$AlcoholNum[mydata$Alcohol == 0] <- 0
mydata$AlcoholNum[mydata$Alcohol > 0 & mydata$Alcohol < 10] <- 1
mydata$AlcoholNum[mydata$Alcohol >= 10] <- 2
mydata
##      ID Age Smoke Quetelet Calories   Fat Fiber Alcohol Cholesterol BetaDiet
## 1     1  64    No  21.4838   1298.8  57.0   6.3     0.0       170.3     1945
## 2     2  76    No  23.8763   1032.5  50.1  15.8     0.0        75.8     2653
## 3     3  38    No  20.0108   2372.3  83.6  19.1    14.1       257.9     6321
## 4     4  40    No  25.1406   2449.5  97.5  26.5     0.5       332.6     1061
## 5     5  72    No  20.9850   1952.1  82.6  16.2     0.0       170.8     2863
## 6     6  40    No  27.5214   1366.9  56.0   9.6     1.3       154.6     1729
## 7     7  65    No  22.0115   2213.9  52.0  28.7     0.0       255.1     5371
## 8     8  58    No  28.7570   1595.6  63.4  10.9     0.0       214.1      823
## 9     9  35    No  23.0766   1800.5  57.8  20.3     0.6       233.6     2895
## 10   10  55    No  34.9699   1263.6  39.6  15.5     0.0       171.9     3307
## 11   11  66    No  20.9465   1460.8  58.0  18.2     1.0       137.4     1714
## 12   12  40    No  36.4316   1638.2  49.3  14.9     0.0       130.7     2031
## 13   13  57    No  31.7304   2072.9 106.7   9.6     0.9       420.0     1982
## 14   14  66    No  21.7885    987.5  35.6  10.3     0.0       254.9     2120
## 15   15  66    No  27.3192   1574.3  75.0   7.1     0.0       361.5     1388
## 16   16  64    No  31.4467   2868.5 128.8  15.0    20.0       379.5     3888
## 17   17  62    No  25.9025   1751.1  80.7   8.4    14.1       160.3     2194
## 18   18  75    No  29.1526   1407.6  35.0  20.8     7.0       144.1     3470
## 19   19  68    No  38.1873   1628.5  78.6  11.6     0.0       512.3     2108
## 20   20  57    No  25.8967   1101.4  48.5   8.5     5.0       197.2     1157
## 21   21  56    No  24.4588   2433.6 127.6  19.9     7.1       271.2     1739
## 22   22  30    No  22.7212   1437.3  61.5   8.8     2.3       160.9     1008
## 23   23  34    No  24.0812   2062.7  81.1  13.6    18.0       190.5      606
## 24   24  53    No  23.1598   1276.5  50.1   9.0     4.7       143.5     1380
## 25   25  60    No  49.1203   2114.8  77.6  14.9     0.5       239.9     4916
## 26   26  50    No  23.0766   1113.0  32.8  12.9     3.0       104.8     4451
## 27   27  62    No  33.7244   1323.0  60.8  11.4     0.0       155.8     5983
## 28   28  61    No  25.1827   2837.3  84.2  33.8     0.0       192.1     2413
## 29   29  65    No  28.9498   2055.9 111.8  15.9     0.0       226.5     3087
## 30   30  71    No  24.6800   1285.8  55.4  10.6     2.0       353.4      521
## 31   31  43    No  28.4015   1786.9  93.9  10.6     0.0       247.0     2431
## 32   32  33    No  20.5696   3144.8 155.0  17.6     4.1       308.8     3141
## 33   33  74   Yes  16.3311   1241.0  53.1  10.8     0.1       206.1     1668
## 34   34  41    No  21.0312   2419.3 122.7  16.2     0.3       325.2     4366
## 35   35  56    No  22.6438   2712.7 145.3  13.4     8.0       242.6      494
## 36   36  44   Yes  25.8787   1810.0  95.3  17.5     0.0       253.1     7026
## 37   37  37    No  35.3601   1778.1  75.9  10.8     0.5       332.6     1529
## 38   38  37    No  25.9400   1147.9  47.6   7.3     0.1       117.0      241
## 39   39  39   Yes  21.9991   1951.4 109.1   4.7     0.0       461.1      998
## 40   40  37    No  22.5121   2035.5  65.7  22.1     0.7       205.3     6082
## 41   41  53    No  27.4927   1248.6  56.9   8.2     0.0       223.2     2741
## 42   42  66    No  27.4961   3184.8 199.0  16.8     0.2       362.6     2100
## 43   43  58    No  24.1797   1538.1  78.7  14.2     0.9       231.2     2359
## 44   44  31   Yes  23.3459   1456.5  56.6   8.5     1.0       182.7      603
## 45   45  49    No  21.6784   1656.3  59.5  13.3     0.1       180.3     1625
## 46   46  75    No  21.3291   1396.8  53.3  13.2     3.2        99.3     2888
## 47   47  62    No  33.7442   1588.1  88.9   7.4     0.0       362.6     1099
## 48   48  56    No  32.0748   1566.5  95.2   6.5     7.2       408.0     2103
## 49   49  69    No  31.6684    827.9  32.8   8.7     0.0        79.8     2260
## 50   50  50   Yes  25.1119   2340.4 110.4  11.3    14.0       260.7      452
## 51   51  50    No  20.4034   1902.9  72.9  35.4     7.3       175.6     3549
## 52   52  72    No  39.2229   1111.9  47.2  10.2     0.2        69.4     2204
## 53   53  60    No  19.9326   1333.8  37.1  16.9     6.5        84.0     4964
## 54   54  55    No  21.6362   1896.1  82.2   9.3    10.0       296.8     1052
## 55   55  43    No  29.0047   1472.7  61.8  12.2     0.0       216.3     3572
## 56   56  29    No  18.8340   2237.4  77.6  22.6     0.7       180.6     2902
## 57   57  44   Yes  29.1135   1446.2  63.2   9.5     3.2       208.8     1788
## 58   58  48    No  32.3483   2908.5 139.1  16.4     0.2       511.6     5111
## 59   59  38    No  23.8573   2190.7  96.9  17.7     1.3       192.1     1378
## 60   60  33    No  19.4090   1878.2  81.6   9.6     4.9       265.8     1431
## 61   61  56    No  16.6367   1436.8  57.2   9.4     0.0       183.3     1727
## 62   62  65   Yes  23.3762   6662.2 164.3  11.3   203.0       603.0     2893
## 63   63  48    No  30.2950   2893.3 125.8  18.8     1.7       256.7     2524
## 64   64  66    No  22.5743   1902.4  76.7  17.7     3.1       216.7     2533
## 65   65  78    No  26.3675   1531.6  69.5   5.4     0.0       168.0      982
## 66   66  65    No  23.5424   1220.7  34.6  16.5     5.6       152.8     1535
## 67   67  72    No  22.0119   1247.7  46.8  10.2     0.0       347.9      326
## 68   68  31   Yes  21.0778   1631.5  75.2   8.5     0.7       277.1     1487
## 69   69  74    No  25.7393    818.1  34.3   6.6     3.7        55.4     1114
## 70   70  61    No  25.1827   1570.1  58.7  19.3     2.0       158.3     1080
## 71   71  83    No  25.2068   1331.2  50.6   7.7     0.3       380.7     2492
## 72   72  46    No  30.7096   2052.4 120.4  10.2     0.0       195.2     1349
## 73   73  62    No  23.9217   1823.0  80.3  17.4     6.2       256.8     6948
## 74   74  56   Yes  20.6410   1743.8  85.3  13.2     7.2       349.6     1086
## 75   75  33    No  26.6369   3457.2 166.0  17.5    10.5       452.8     2629
## 76   76  45    No  22.3611   1126.7  20.4  12.5     7.2        71.8     1307
## 77   77  41    No  23.0939   3258.3 101.2  26.2     0.5       341.7     1306
## 78   78  73    No  24.6800   2833.7 119.9  14.6    18.2       365.0     3465
## 79   79  31    No  21.3314   2264.3 105.5  13.4     3.2       396.5     1846
## 80   80  50    No  25.1199   2026.0  85.5  11.2    21.0       268.2     1334
## 81   81  65    No  28.4020   1747.6  83.6  10.9     0.0       244.8     4848
## 82   82  35   Yes  21.8340   1575.5  53.9   7.0     1.0       216.2     1734
## 83   83  42    No  29.0357   1785.4  94.1  10.0     0.7       288.0     1120
## 84   84  19    No  29.2415   2558.9 116.1  12.3     0.0       324.5     1498
## 85   85  37    No  19.9861    839.0  29.2   4.7     6.4        66.5      330
## 86   86  44    No  24.0812   2391.3  95.4  20.6     0.0       283.3     5909
## 87   87  36    No  23.3459   1887.4 110.2   6.0     0.1       211.7     3326
## 88   88  53   Yes  25.1406   2798.2 125.9  17.7     7.0       239.0     2110
## 89   89  69   Yes  27.2289   2654.9 126.0  23.3     0.0       248.0     2719
## 90   90  74    No  27.9862   1202.0  46.6  11.4     0.0        59.2     2309
## 91   91  70    No  22.5331   1235.9  51.1   9.6     3.0       142.0     1153
## 92   92  56    No  26.3173   2225.1 111.5  10.4     6.8       283.7     1432
## 93   93  77    No  27.7905    866.9  31.0   9.8     0.2        59.7     2493
## 94   94  73    No  24.4172   1666.8  76.5  13.3     0.0       747.5     3054
## 95   95  43    No  23.0381   3711.0 202.7  14.9    18.0       469.2     1861
## 96   96  41    No  23.6169   1055.0  33.2  12.9     0.9       220.0     4268
## 97   97  22    No  27.0053   2733.0 123.8   5.1     0.3       440.3     1652
## 98   98  44    No  23.4605   1660.1  80.3  13.6     0.1        89.0     1802
## 99   99  51    No  25.1571   1952.7  63.8  17.9    11.0       201.3     2308
## 100 100  46   Yes  35.2597   2667.5 131.6  10.1     0.0       550.5     1210
## 101 101  25   Yes  20.6410   1517.4  59.1   5.9     0.0       127.6      214
## 102 102  69    No  23.0056   1711.4  98.2  10.8     0.3       332.4     1370
## 103 103  69    No  25.2317   1756.4  82.3   8.8     0.0       500.3     2354
## 104 104  58    No  27.3369   2186.2  99.3  14.9     0.2       263.8     2446
## 105 105  77    No  25.8813   2075.2  75.6  21.4     0.0       228.8     3473
## 106 106  67    No  24.7353   2021.2  94.8  13.3     8.0       417.6     3359
## 107 107  37    No  29.3256   1653.2  77.3  12.5     1.0       162.6     1062
## 108 108  47    No  21.1882   1076.6  33.4  22.5     4.1       138.8     1489
## 109 109  60   Yes  19.6773   1506.7  76.3  14.6     0.0       239.2     3982
## 110 110  49    No  25.0700   1511.7  54.4  16.1     4.2       200.5     1656
## 111 111  83    No  25.5977   1933.6  98.8  11.1     0.0       224.7      768
## 112 112  56    No  22.0119   1830.0  52.8  13.8     8.5       689.4     1496
## 113 113  39    No  30.2913   1256.7  43.7   5.3     0.3       133.6      683
## 114 114  41    No  41.8559   1823.7  54.7  14.6     0.0       188.0      885
## 115 115  37   Yes  28.3357   1902.8  81.7   8.2     0.0       178.6     1662
## 116 116  66    No  26.5081    958.5  37.7   8.3     0.0       108.6     1552
## 117 117  55    No  21.0778   2328.3 112.6  13.9     2.9       281.9     2144
## 118 118  49    No  39.4650   1574.0  74.6  14.1     0.0       440.6     3567
## 119 119  31    No  18.9836   1646.2  52.2  13.2     5.0       174.9     1423
## 120 120  64    No  18.8783   1828.0  63.4  14.7     0.0        87.9     1293
## 121 121  57    No  23.2212   1288.7  63.2  10.6     0.0       200.2     2111
## 122 122  42   Yes  26.8491   1084.3  25.2  21.8     1.0       105.7     2874
## 123 123  40    No  25.8813   2431.9  93.7  17.8     0.1       364.6     1699
## 124 124  73   Yes  19.4090   2453.5 118.5  10.3     0.0       516.5      954
## 125 125  37    No  19.5708   1645.7  76.0   6.6     4.0       225.9     1368
## 126 126  43    No  20.2970   2075.9  96.5  17.3     7.0       271.8     3318
## 127 127  66    No  26.4205   1563.7  73.3  12.0     1.1       300.9     2247
## 128 128  26    No  20.3795   1663.3  64.6   7.6     2.0       124.7      910
## 129 129  45    No  29.2415   1601.4  93.9   8.8     0.0       255.8     1171
## 130 130  74    No  30.2950   1718.9  57.9  15.0     1.2       272.7     2077
## 131 131  49    No  21.4790   1010.6  29.4   9.1     6.2        98.8     1210
## 132 132  41    No  19.4090   1372.7  61.6   9.5     0.0       182.5     1826
## 133 133  74    No  27.3192   1837.0  76.9  13.6     0.0       383.6     2628
## 134 134  38   Yes  21.8451   1662.7  58.7  15.7     3.7       163.7      561
## 135 135  83    No  22.2224   1534.7  54.9  26.3     0.0        77.5     1893
## 136 136  70    No  28.0470   2005.8  89.5   8.5     0.1       121.2     1312
## 137 137  39    No  26.0943   1187.8  32.8  11.6     0.0       154.9     1913
## 138 138  65    No  21.5851   1446.2  56.8  10.8     0.0       127.9      924
## 139 139  72    No  21.0312    976.7  68.4   3.1     0.0        99.6      728
## 140 140  46    No  23.6773   2706.7 104.9  16.8    22.0       416.0     4387
## 141 141  46    No  30.0587   1546.0  73.6  10.3     7.0       284.8     1976
## 142 142  51    No  34.1851   1324.0  46.0  12.7     0.0       151.0     2422
## 143 143  39    No  24.0812   1368.9  61.6  14.4     6.7       314.9     1407
## 144 144  33   Yes  20.1613   3228.0 141.1  14.4     0.0       718.8     1301
## 145 145  49    No  31.7263   2825.8  97.8   7.5    35.0       374.3     1112
## 146 146  44    No  23.3932   1220.9  35.1  14.0     0.0        99.2     1052
## 147 147  69    No  24.2613   1174.7  47.4   9.9     0.1        89.9     1008
## 148 148  52    No  27.8335    828.2  52.3   6.1     1.2       141.1     1054
## 149 149  82    No  20.2177   1708.1  94.2  15.1     2.0       224.7     1484
## 150 150  46    No  23.4786   1182.9  60.2   5.2     0.2       164.5      657
## 151 151  25    No  22.7051    928.4  29.7   6.0     0.5       120.7      604
## 152 152  54    No  37.8687   4373.6 235.9  22.9     0.1       814.7     2912
## 153 153  70    No  25.7393   1387.7  55.2  11.2     0.0       114.0      869
## 154 154  35    No  18.4385   1555.6  72.8  11.5     0.0       174.1     1578
## 155 155  46    No  33.1948   1581.7  64.1  12.3     0.1       170.1     1210
## 156 156  70    No  29.5966   1397.4  60.5   9.2     0.0       228.5     1554
## 157 157  71    No  22.1532   1305.4  43.3  10.2     0.0        72.7     3445
## 158 158  59    No  26.8868   1249.6  24.2  14.7     0.0        97.2     3014
## 159 159  42    No  20.5412   2347.3 104.4  12.5     0.0       249.3     1666
## 160 160  46    No  39.4062   1207.1  42.8  11.6     0.0       155.1     1462
## 161 161  37    No  33.3723   1688.1  45.0  17.1     0.8       141.1     1272
## 162 162  39    No  21.9409   1719.3  49.7  18.4    11.0       164.6     5296
## 163 163  43    No  25.5828   2501.6 121.1  19.5     0.0       343.0     5605
## 164 164  23    No  20.1259   2219.1 120.9  13.1     2.0       415.8     2430
## 165 165  45    No  20.2398   1827.7  71.2  10.4     2.0       267.5     2375
## 166 166  63    No  23.9217   1282.3  26.4  13.6     0.1       100.6     3753
## 167 167  44   Yes  28.3486   1427.2  60.6   8.3     0.2       195.0      695
## 168 168  43    No  20.4034   2000.8  86.7  14.8     0.9       200.9     1649
## 169 169  33    No  27.8695   1622.4  71.5  12.9     1.0       214.8     2317
## 170 170  35    No  34.0818   3114.0 160.2  14.9     0.2       432.3     1702
## 171 171  50    No  23.0716   2012.0 112.9  14.3     6.5       456.9     1007
## 172 172  50    No  29.0157   2106.4  97.0  12.9     0.0       344.3     2308
## 173 173  59    No  25.5977   1546.6  72.9  15.1     0.7       192.8     4694
## 174 174  38    No  23.0766   1149.0  43.6   8.6    10.5       122.5     2749
## 175 175  60    No  29.7475    659.3  22.2   7.0     0.1       102.0     1497
## 176 176  54    No  19.1770   1580.6  82.9   9.4     5.2        98.3     1171
## 177 177  71    No  24.4634   1850.5  75.9  16.1     7.2       247.9     3054
## 178 178  48    No  22.5319   1242.1  37.5  13.3     1.0       148.4     1488
## 179 179  49    No  32.0177   1099.4  56.9   5.2     0.5       169.9      829
## 180 180  27   Yes  29.2415   1127.6  59.4   7.4     0.0       183.4     1037
## 181 181  27   Yes  25.4454   2919.5 125.3  14.3     1.0       370.0      846
## 182 182  75    No  21.5278   1049.1  51.7   8.0     0.0       188.9     1382
## 183 183  45    No  26.4205   1366.6  42.5  12.9     2.5       141.2     3407
## 184 184  35    No  30.4455   1884.8  91.6  11.1     5.0       518.0      758
## 185 185  56    No  33.5921   1494.5  59.1   6.8     0.0       111.5      599
## 186 186  41   Yes  27.5214   1444.6  89.1   6.8     0.0       280.1     1073
## 187 187  48    No  32.9913    445.2  14.4   5.0     0.0       102.8      862
## 188 188  48    No  21.8351   1849.8  80.6  13.8     3.2       549.1     4291
## 189 189  32    No  20.1579   1678.2  54.3  12.9     1.5       147.3     1668
## 190 190  38    No  46.7376   1390.4  55.7  10.8     0.0       195.1     2809
## 191 191  52    No  33.2962   1749.9  81.3  12.1     0.0       226.5     2373
## 192 192  40    No  24.0103    742.3  36.5   5.9     2.1       133.9     1850
## 193 193  44    No  23.0716   1148.5  50.3   7.1     0.1       139.2     1352
## 194 194  70    No  22.4821   1730.6  72.9  14.4     0.2       363.1     2315
## 195 195  55   Yes  29.0357   1162.5  54.0   5.6     0.2       175.2     1417
## 196 196  48    No  20.2177   1738.9  63.5  12.2     0.5       205.9     4504
## 197 197  38    No  20.7176   1432.1  58.5   6.3     0.2       131.9      998
## 198 198  49    No  20.4034   3098.9 106.2  25.2     1.2       447.6     4430
## 199 199  36    No  32.9594   2342.3  95.8  19.2     1.7       389.4     3201
## 200 200  64    No  21.5011   2319.9  97.6  22.3     0.0       155.3     3686
## 201 201  49    No  23.6794   1292.8  43.1  10.6    11.0       180.7     2131
## 202 202  49   Yes  22.7216    784.4  40.6   4.9     3.0        97.4      852
## 203 203  43    No  22.9146   2038.5  80.7  17.1     0.0       232.3     2781
## 204 204  33    No  23.9378   1366.8  55.9   6.2     0.0       196.0     1151
## 205 205  38    No  26.0943   1550.0  66.8  12.1     0.0       253.2     3970
## 206 206  36    No  19.7664   1240.7  50.9   6.9     0.3       116.0      808
## 207 207  33    No  21.6734   2814.6 111.2  16.8     0.0       399.3      843
## 208 208  47    No  20.8130   1612.5  45.5   9.0    15.0       149.9     2537
## 209 209  53    No  40.6892   1576.3  54.8  13.5     0.1       308.9     2205
## 210 210  41    No  29.1423   1197.7  54.5   4.9     0.0       135.6      587
## 211 211  36    No  21.0778   2045.3  84.8  13.2     0.7       271.9     3591
## 212 212  32    No  35.9753   3328.4 163.3  20.0     4.1       425.5     3434
## 213 213  57    No  26.9429   2513.3  98.9  10.6     0.0       428.1     2869
## 214 214  42    No  21.6784   1737.4  62.1  16.3     0.2       211.7     2515
## 215 215  37   Yes  27.2655   1034.4  34.5   8.9     0.0       118.5      807
## 216 216  52    No  32.6718   2083.9  93.1   8.8     0.0       328.1      766
## 217 217  45   Yes  28.7254   1481.8  75.3  10.4     0.2       336.9      720
## 218 218  42    No  20.7690   1051.2  44.0  10.9     0.2       165.5      516
## 219 219  42    No  21.2065   1730.1  58.3  16.6     4.5       196.1     3785
## 220 220  41   Yes  20.7176   1102.8  56.6   5.3     0.0       329.8     1436
## 221 221  41    No  26.3117   1496.7  64.6   5.9     1.0       239.8      613
## 222 222  26   Yes  20.5412   1987.2  76.6   9.8     0.0       156.1     1460
## 223 223  70    No  20.1613   2017.2 136.0   7.6     0.0       195.8     2251
## 224 224  44    No  26.3675   1525.6  85.4   7.9     0.1       179.4     2029
## 225 225  46    No  28.4020   1342.2  69.7   5.9     1.0       215.4     8046
## 226 226  22    No  50.4033   1511.7  64.4  10.2     0.0       190.3     1074
## 227 227  46   Yes  21.6784   1570.1  74.1  13.7     0.9       145.7     3556
## 228 228  32    No  20.0560   2703.4 120.6  11.4     0.1       284.3     1218
## 229 229  27    No  23.8763   1200.6  61.5   8.7     1.5       208.7     2199
## 230 230  52    No  37.1113   1891.6  73.8  17.6     0.0       226.0     5810
## 231 231  42    No  36.5973   1434.9  59.3  11.2     0.0       281.1     1214
## 232 232  34    No  28.5795   2118.1  93.0  20.1     0.0       170.0     2215
## 233 233  36    No  40.2953   1414.6  51.2  13.7     0.0       135.8     1678
## 234 234  59    No  24.8040   2192.3  78.7  14.2     0.0       173.5     2579
## 235 235  75    No  36.4737   1380.6  54.5  13.5     0.1       201.6      925
## 236 236  43    No  45.8581   1626.3  72.2   7.9     0.0       157.5      404
## 237 237  56    No  30.4824   2210.7 113.1  10.5     6.1       340.1     2008
## 238 238  48    No  19.7039   1600.7  77.7  11.2     7.2       180.1     2469
## 239 239  34   Yes  21.9638   1076.2  52.7   6.1     0.0        78.3      755
## 240 240  37    No  23.3459   2094.5  78.9  17.3     1.0       193.4     1718
## 241 241  41    No  31.8216   1823.0  74.8  12.1     1.3       196.9     2133
## 242 242  74    No  23.3459   1512.1  73.8   8.7     5.7       182.8     1167
## 243 243  73    No  21.0113    840.6  34.3   8.2     0.1        81.1      619
## 244 244  53   Yes  19.7810   1996.1  98.8   9.2     0.0       436.8      908
## 245 245  74    No  21.1364   2171.6  76.6  20.4     0.0       176.3     3690
## 246 246  77    No  24.3272   1481.4  55.0  11.2     0.0       191.7     3425
## 247 247  39    No  21.1781   1829.2  79.0  15.6     0.0       178.4     2787
## 248 248  29    No  18.6003   1041.6  45.4   6.0     3.0       139.5      675
## 249 249  37    No  44.9106   2010.4 101.2  16.0     0.1       362.4     2142
## 250 250  47    No  23.9642   2120.8  77.4  17.0     8.4       185.9     2299
## 251 251  64    No  21.2065   1008.4  35.4   5.6    14.0        37.7      544
## 252 252  36    No  42.8886    798.2  30.6   7.9     2.4        46.3      604
## 253 253  42    No  20.4172   3099.2 134.9  19.0     0.8       469.3     6558
## 254 254  64    No  25.6599   2055.7 114.4  13.0     0.0       248.4     2661
## 255 255  38    No  20.7029   2585.3 129.8  21.1     4.0       429.5     7362
## 256 256  39    No  28.4015   1906.5  86.4  10.4    15.5       265.9     2583
## 257 257  40    No  31.2422   3014.9 165.7  14.4     0.0       900.7     1028
## 258 258  29    No  37.9400   1631.0  55.6  13.8     0.5       189.5     3435
## 259 259  71    No  24.9883   1399.5  66.5   9.6     8.0       260.0     1527
## 260 260  45    No  23.4316   2319.0 122.1  13.4     0.1       305.7     2047
## 261 261  63    No  18.9209   1655.9  70.8  15.1     0.1       177.3     2897
## 262 262  46    No  24.2613   1422.8  58.3   7.8     7.1       206.3     1987
## 263 263  75    No  21.6784   2511.5  92.3  36.8     0.6       228.3     4271
## 264 264  46    No  35.1907    740.6  38.5   5.3     0.0       113.9      868
## 265 265  44    No  22.5440   1292.6  49.4  10.4     1.2       186.5      578
## 266 266  24    No  31.9972   3021.9 171.0  11.4     0.1       466.3      953
## 267 267  32    No  22.5121   1918.4  63.1  16.1     5.0       202.2     1048
## 268 268  66    No  22.6438   2086.6  72.3  16.0     0.0       112.8     1439
## 269 269  43    No  26.3475   3449.7 172.8  20.5     1.4       381.3     3324
## 270 270  73    No  24.9412   1186.4  46.1  10.5     1.5       119.7      921
## 271 271  54    No  25.7501   1724.7  75.1  18.2     0.0       173.3     1192
## 272 272  44   Yes  29.9774   1877.4  92.2   7.7     0.2       211.6     1665
## 273 273  55    No  22.8771   2272.6  94.5  10.9    14.2       269.2     3610
## 274 274  70   Yes  23.8270   1514.4  51.7  14.2     7.0        97.5     3317
## 275 275  32    No  25.4573   2170.3  95.1  15.2     0.2       175.2     3313
## 276 276  33    No  23.2690   2271.1 114.6  10.4     0.0       574.2     1270
## 277 277  49    No  22.5064   1469.9  50.4  12.1     0.7       118.8     1915
## 278 278  69    No  44.2062   2332.2 109.6  19.7     0.1       286.7     4013
## 279 279  38    No  20.7173   1619.3  83.7   8.4     0.5       310.1      902
## 280 280  34   Yes  34.0818   1148.7  41.7   9.8     1.0       173.4     2247
## 281 281  49    No  20.0895   2512.0  64.9  30.2     0.6       168.5     4832
## 282 282  40   Yes  18.3432    833.0  38.8   5.5     0.0       145.3      577
## 283 283  41    No  28.0470   1808.4  61.5  10.5    17.0       176.1     1884
## 284 284  62    No  29.8494   2115.4  84.1  23.9     0.0       189.5     3172
## 285 285  28    No  20.1250   1600.9  68.0  14.2     0.2       171.2     3102
## 286 286  78    No  41.6857    647.7  30.9   3.7     0.0        87.5     1186
## 287 287  67    No  30.7309    849.2  25.4  10.9     0.0        91.7     1237
## 288 288  51    No  24.9082   2166.9 105.8  15.6     0.0       349.1     4098
## 289 289  29   Yes  26.6874   2476.2 121.1  14.3     0.0       263.5     2889
## 290 290  36   Yes  25.7393   1959.3 112.4   6.7     0.5       326.7     1097
## 291 291  43    No  18.5769   1695.3  62.4  17.7     0.0       147.3      570
## 292 292  55    No  25.4258   2307.8 111.0  18.4     3.4       487.8     2627
## 293 293  54    No  24.9550   1392.2  47.8  12.9     0.0        87.5      849
## 294 294  32    No  39.5620   3511.1 114.7  13.9     0.2       444.7     2174
## 295 295  65    No  26.7596   1276.0  60.5  12.0     3.5        87.3     1456
## 296 296  41   Yes  41.6495   2685.1 133.1  11.1    15.0       432.4     3728
## 297 297  60    No  40.6953   1327.0  64.8   9.3     0.1       341.0     1987
## 298 298  73    No  25.8473    853.1  29.8   6.3    10.0       160.5     1022
## 299 299  71    No  21.8109   1215.8  43.8  12.3     5.0       110.8     2079
## 300 300  47    No  37.2776   1927.6  92.5  10.7     0.0       359.1      406
## 301 301  35    No  29.5855   2466.9 112.6   9.6     0.1       331.9      621
## 302 302  34   Yes  21.3291   3103.7 124.7  18.1     8.3       431.0     2652
## 303 303  41    No  34.6149   2046.9 103.0  13.1     0.0       334.2     1745
## 304 304  33    No  18.5769   1835.9  74.1  23.0     0.7       184.2     2121
## 305 305  73   Yes  20.7112   1678.5  82.3   6.3    14.1       249.5     1078
## 306 306  67    No  26.9429   1049.2  44.6   9.6     0.0       247.2     2672
## 307 307  66    No  33.1076   1762.1  72.9  16.5     0.0       240.3     4935
## 308 308  44   Yes  23.2772   3183.1 119.4   6.9    35.0       378.8     1118
## 309 309  36    No  24.7434   2838.8  88.5  24.0     4.5       252.4     9642
## 310 310  48    No  24.6147   2021.1  72.2  16.6     9.0       299.1     1392
## 311 311  46    No  25.8967   2263.6  98.2  19.4     2.6       306.5     2572
## 312 312  45    No  23.8270   1841.1  84.2  14.1     2.2       257.7     1665
## 313 313  49    No  24.2613   1125.6  44.8  11.9     4.0       150.5     6943
## 314 314  31    No  23.4525   2729.6 144.4  13.2     2.2       381.8      741
## 315 315  45    No  26.5081   1627.0  77.4   9.9     0.2       195.6     1242
##     RetinolDiet BetaPlasma RetinolPlasma Gender VitaminUse PriorSmoke
## 1           890        200           915 Female    Regular          2
## 2           451        124           727 Female    Regular          1
## 3           660        328           721 Female Occasional          2
## 4           864        153           615 Female         No          2
## 5          1209         92           799 Female    Regular          1
## 6          1439        148           654 Female         No          2
## 7           802        258           834 Female Occasional          1
## 8          2571         64           825 Female    Regular          1
## 9           944        218           517 Female         No          1
## 10          493         81           562 Female         No          2
## 11          535        184           935 Female    Regular          2
## 12          492         91           741 Female Occasional          1
## 13         1105        120           679   Male         No          1
## 14         1047         61           507 Female    Regular          1
## 15          980        108           852   Male         No          1
## 16         1545        211          1249   Male         No          2
## 17          242        235          1035   Male    Regular          2
## 18          479        288          1262   Male    Regular          2
## 19          921        102           904 Female         No          1
## 20          445        113          1727   Male         No          2
## 21          926         74           684   Male         No          2
## 22          695        129           537 Female         No          2
## 23          944        140           760 Female         No          1
## 24          708        138           809 Female Occasional          2
## 25         1150        143           697 Female    Regular          1
## 26          554        416           676 Female    Regular          1
## 27          320        212           822 Female Occasional          2
## 28          656        786           691 Female    Regular          1
## 29         1199         35           599   Male         No          1
## 30          975        122           901   Male         No          2
## 31          914        119           818 Female         No          2
## 32         1579        182           623 Female Occasional          2
## 33         1618        186           624 Female         No          3
## 34         1759        216           526 Female         No          1
## 35          608        751          1002   Male Occasional          2
## 36          508         39           179 Female    Regular          3
## 37          517        107           564 Female Occasional          2
## 38          314         74           456 Female         No          2
## 39          588        418           665   Male    Regular          3
## 40          674       1415           632 Female    Regular          1
## 41          419        400           502 Female         No          1
## 42         1083        102           838 Female         No          2
## 43          834        135           574 Female Occasional          2
## 44          473         97           611 Female Occasional          3
## 45          707        124           476 Female Occasional          1
## 46          323        195           546 Female    Regular          1
## 47          651        107           411 Female    Regular          1
## 48          855         53           475 Female         No          1
## 49          264        148           321   Male    Regular          2
## 50          550         77           388 Female         No          3
## 51          969        316           586 Female         No          1
## 52          239         77           648 Female    Regular          1
## 53          374        266           550 Female Occasional          1
## 54          605         39           783   Male         No          2
## 55          809        225           258 Female    Regular          1
## 56         1065        173           299 Female    Regular          1
## 57          677         79           384 Female Occasional          3
## 58         1359        102           692 Female    Regular          2
## 59          685        158           634 Female Occasional          1
## 60          724        159           592 Female Occasional          1
## 61          898        157           383 Female    Regular          1
## 62         1364         96           317   Male         No          3
## 63         1250        160           247 Female    Regular          1
## 64          592        100           730   Male    Regular          2
## 65          854        293           587 Female    Regular          2
## 66          493        171           407   Male         No          1
## 67          407         89           831 Female         No          2
## 68         1120        109           531 Female Occasional          3
## 69          453        129           560 Female         No          2
## 70          724         87           397 Female         No          1
## 71         1310        328           768 Female Occasional          1
## 72          860        298           393 Female Occasional          2
## 73          417        379           810 Female    Regular          2
## 74          464        204           624 Female         No          3
## 75         1470         75           227   Male    Regular          1
## 76          178        127           525 Female         No          2
## 77         1163        131           542 Female    Regular          2
## 78          743         21           558   Male         No          2
## 79          760        233           504 Female Occasional          2
## 80          486         73          1031   Male    Regular          1
## 81         1005         25           187 Female         No          1
## 82         1215        137           677 Female    Regular          3
## 83          619         82           783   Male    Regular          2
## 84         1066        327           693 Female    Regular          1
## 85          394        142           511 Female    Regular          1
## 86         1702         86           435 Female    Regular          2
## 87          928        150           362 Female         No          2
## 88         1458         53           592   Male         No          3
## 89         1323        112           360   Male         No          3
## 90          578        104           476 Female    Regular          1
## 91         1048        170           369 Female    Regular          1
## 92         1006        150           619 Female         No          2
## 93          640        282           472 Female    Regular          1
## 94         4041         91           426   Male    Regular          2
## 95          783        125           592 Female    Regular          2
## 96          341        282           426   Male Occasional          1
## 97         1525         16           799 Female    Regular          2
## 98          233        129           497 Female    Regular          2
## 99         1838        180           622 Female         No          2
## 100        1291         39           549   Male         No          3
## 101         914         54           539 Female    Regular          3
## 102         695         78           522   Male Occasional          2
## 103         842         34           551   Male         No          2
## 104         881         95           466 Female Occasional          1
## 105        1326        174           423   Male Occasional          1
## 106        1060         95           797   Male         No          2
## 107        1070         97           532 Female Occasional          2
## 108         490        204           422 Female Occasional          2
## 109         350         25           421 Female         No          3
## 110         652        270           527 Female Occasional          2
## 111         719        285           512   Male    Regular          2
## 112         546        110           756 Female    Regular          1
## 113         627        162           456 Female         No          1
## 114         687        179           456 Female Occasional          1
## 115         779        131           449 Female         No          3
## 116         326         86           406 Female         No          1
## 117         815        225           519 Female Occasional          1
## 118         963        249           464 Female    Regular          2
## 119        1845        254           523 Female    Regular          2
## 120        1101        189           588 Female    Regular          1
## 121         950        108           564 Female    Regular          1
## 122         159        121           927 Female    Regular          3
## 123        2263        238           953   Male    Regular          2
## 124        1328        127           516   Male         No          3
## 125         427        141           669 Female Occasional          1
## 126         651        427           572 Female         No          1
## 127         728        305           727 Female Occasional          1
## 128         605         74           544 Female         No          1
## 129         453        156           917 Female    Regular          2
## 130        1374        168           586 Female Occasional          1
## 131         555        116           516 Female         No          1
## 132         386        290           404 Female    Regular          2
## 133         966        304           709   Male         No          1
## 134         947        198           429 Female         No          3
## 135         426        253           629   Male    Regular          1
## 136         688        148          1139 Female    Regular          1
## 137        1048        492           466 Female Occasional          2
## 138         684        156           372 Female    Regular          1
## 139         797         27           558 Female    Regular          2
## 140         926         52           476   Male         No          2
## 141         417        210           418 Female         No          1
## 142         208         83           564 Female         No          1
## 143        1335        182           431 Female    Regular          1
## 144         307         40           485 Female         No          3
## 145         735         69           733   Male         No          2
## 146         441        172           402 Female         No          1
## 147         783        253           760 Female         No          1
## 148         366        435           659 Female         No          2
## 149         790        429           599 Female    Regular          1
## 150         441        326           495 Female         No          1
## 151         432         75           436 Female Occasional          1
## 152        2104        121           416 Female    Regular          1
## 153        1595        292           701 Female Occasional          1
## 154         689        207           553 Female Occasional          1
## 155         795        118           652 Female Occasional          1
## 156         675        108           621   Male         No          1
## 157        1015        385           617 Female    Regular          2
## 158        1340        408           784 Female    Regular          1
## 159         859         97           352 Female    Regular          1
## 160         868        118           677 Female         No          1
## 161         145         60           520 Female    Regular          2
## 162         554        357           474 Female Occasional          2
## 163         858        858           643 Female    Regular          2
## 164         746        104           400 Female    Regular          1
## 165        1284        219           627 Female    Regular          2
## 166         649        296           701 Female    Regular          1
## 167         270        164           566 Female Occasional          3
## 168         751        487           453 Female    Regular          1
## 169         437         70           428 Female         No          2
## 170        1224         43           434 Female         No          2
## 171        6901        274           592 Female         No          1
## 172         982        231           413 Female Occasional          2
## 173         864        346           849 Female    Regular          2
## 174         329        181           727 Female         No          2
## 175         244        116           700 Female         No          2
## 176         465        391           499 Female    Regular          2
## 177         629         85           853   Male         No          2
## 178         706        800           532 Female    Regular          2
## 179         887        286           561 Female    Regular          1
## 180         239         87           378 Female         No          3
## 181        2118         74           419 Female Occasional          3
## 182         222        460           694 Female    Regular          1
## 183         532        154           437 Female Occasional          1
## 184         454        206           657 Female         No          1
## 185         845         19           396 Female    Regular          2
## 186         486        168           569 Female Occasional          3
## 187         160        108           493 Female    Regular          1
## 188         661        274           344 Female    Regular          1
## 189         666        120           620 Female Occasional          2
## 190         482         53           277 Female Occasional          1
## 191        1816        105           464 Female Occasional          1
## 192         309        159           542 Female         No          1
## 193         455         83           824 Female         No          1
## 194        1196        425           602 Female    Regular          1
## 195         451         99           670 Female         No          3
## 196         294        159           569 Female    Regular          1
## 197         699        111           443 Female         No          2
## 198         632        316           399 Female    Regular          1
## 199        1574        105           489 Female Occasional          2
## 200         523        317           491 Female    Regular          1
## 201         227        372          1443 Female Occasional          2
## 202         311        116           602 Female    Regular          3
## 203         757        229           748 Female Occasional          1
## 204         498         51           602 Female Occasional          1
## 205         390        286           502 Female    Regular          1
## 206         349        110           527 Female Occasional          1
## 207        1616        143           470 Female Occasional          2
## 208         295       1212           566 Female    Regular          2
## 209         824        174           491 Female    Regular          1
## 210         215         86           663 Female    Regular          1
## 211        1178        132           526 Female    Regular          1
## 212        2167         58           556 Female Occasional          2
## 213         741         77           394 Female    Regular          2
## 214        1340        237           737 Female    Regular          1
## 215         141         41           573 Female    Regular          3
## 216         604        103           713 Female    Regular          1
## 217         701        193           777 Female Occasional          3
## 218         730        153           437 Female         No          1
## 219         642       1391           609 Female    Regular          1
## 220         522         89           481 Female         No          3
## 221         509         84           471 Female    Regular          1
## 222         322         36           296 Female    Regular          3
## 223        1404        494           499 Female         No          1
## 224         898         78           559 Female    Regular          1
## 225         453        102           701 Female         No          1
## 226         399         50           332 Female         No          1
## 227         577        211           388 Female         No          3
## 228         978        159           879 Female    Regular          1
## 229         481         89           323 Female         No          2
## 230         840        108           625 Female         No          1
## 231        1119        188           614 Female    Regular          1
## 232        1450         75           525 Female         No          1
## 233        1307         14           432 Female Occasional          1
## 234        1026        165           734 Female    Regular          2
## 235         707        143           364 Female Occasional          1
## 236        1050        241           387 Female    Regular          1
## 237         638         97           709   Male         No          2
## 238         538         76           561 Female         No          2
## 239         417        169           418 Female         No          3
## 240        1052        222           413 Female Occasional          1
## 241         728         82           506 Female Occasional          2
## 242        1169        324           628 Female    Regular          1
## 243          79        146           578 Female         No          1
## 244        1478        126           486 Female Occasional          3
## 245        1113        293           875   Male         No          1
## 246         859        183           817 Female    Regular          2
## 247        1210        170           647 Female    Regular          1
## 248         403        129           820 Female Occasional          1
## 249         601        129           557 Female Occasional          1
## 250        1529         92           520 Female         No          1
## 251          30         44           521 Female         No          1
## 252         378         51           498 Female         No          2
## 253         816        103           436 Female         No          2
## 254         854        101           291 Female Occasional          2
## 255         964        372           293 Female    Regular          2
## 256         632         78           600 Female Occasional          1
## 257        3061          0           254 Female    Regular          1
## 258        1104         84           644 Female    Regular          1
## 259         822        161           636 Female         No          2
## 260        1125        331           684 Female    Regular          1
## 261         505        366           535 Female         No          1
## 262         608        990           584 Female Occasional          2
## 263         916       1010           473 Female    Regular          1
## 264         106        236           647 Female Occasional          1
## 265         319        175           880 Female Occasional          2
## 266        1176         67           376 Female         No          1
## 267         991        129           864 Female    Regular          1
## 268         476        317           589 Female         No          1
## 269        1558        168           510 Female Occasional          1
## 270         668        613           770 Female    Regular          2
## 271         657        274           543 Female    Regular          1
## 272         937         94           791 Female         No          3
## 273        1825        122           537 Female         No          2
## 274         766        232           516 Female         No          3
## 275        1250        167           466 Female    Regular          2
## 276         544         32           194   Male Occasional          1
## 277         594        128           759 Female         No          2
## 278        1485        151           823 Female         No          2
## 279         302        206           426 Female Occasional          1
## 280         682         75           403 Female         No          3
## 281         793        447           516 Female    Regular          1
## 282         444        339           560 Female Occasional          3
## 283         641         89           746 Female         No          2
## 284         658         39           368 Female         No          2
## 285         453         88           792 Female Occasional          1
## 286         466        114           719 Female Occasional          1
## 287         285         66           995 Female    Regular          1
## 288         909        407           725 Female Occasional          1
## 289        1529        105           366 Female Occasional          3
## 290         966        140          1102 Female         No          3
## 291         747        150           800 Female         No          2
## 292        1627         95           854 Female Occasional          2
## 293         962         74          1517 Female    Regular          1
## 294        1814        202           649 Female Occasional          1
## 295         443        133           710 Female         No          1
## 296         587         63          1193   Male    Regular          3
## 297         670         22           581 Female         No          2
## 298         125        151           721 Female Occasional          2
## 299         597        473           946 Female    Regular          1
## 300         806         58           794 Female         No          1
## 301         579         87           494 Female Occasional          2
## 302        1098        113           796 Female    Regular          3
## 303         445        117           738 Female         No          1
## 304         426        155           444 Female    Regular          2
## 305         416         41           669 Female Occasional          3
## 306         294         73           836 Female    Regular          2
## 307         422        113           986 Female Occasional          1
## 308        1257        100           926 Female Occasional          3
## 309         634        265           986 Female Occasional          2
## 310        1027        144           752 Female Occasional          2
## 311        1261        164           216 Female         No          2
## 312         465         80           328 Female    Regular          1
## 313         520        300           502 Female    Regular          1
## 314         644        121           684 Female    Regular          2
## 315         554        233           826 Female    Regular          1
##     VitaminUseNum VitaminUseNum2 vitReg vitOcc vitNo vitReg1 vitOcc1 AlcoholNum
## 1               1              3      1      0     0       1       0          0
## 2               1              3      1      0     0       1       0          0
## 3               2              2      0      1     0       0       1          2
## 4               3              1      0      0     1      -1      -1          1
## 5               1              3      1      0     0       1       0          0
## 6               3              1      0      0     1      -1      -1          1
## 7               2              2      0      1     0       0       1          0
## 8               1              3      1      0     0       1       0          0
## 9               3              1      0      0     1      -1      -1          1
## 10              3              1      0      0     1      -1      -1          0
## 11              1              3      1      0     0       1       0          1
## 12              2              2      0      1     0       0       1          0
## 13              3              1      0      0     1      -1      -1          1
## 14              1              3      1      0     0       1       0          0
## 15              3              1      0      0     1      -1      -1          0
## 16              3              1      0      0     1      -1      -1          2
## 17              1              3      1      0     0       1       0          2
## 18              1              3      1      0     0       1       0          1
## 19              3              1      0      0     1      -1      -1          0
## 20              3              1      0      0     1      -1      -1          1
## 21              3              1      0      0     1      -1      -1          1
## 22              3              1      0      0     1      -1      -1          1
## 23              3              1      0      0     1      -1      -1          2
## 24              2              2      0      1     0       0       1          1
## 25              1              3      1      0     0       1       0          1
## 26              1              3      1      0     0       1       0          1
## 27              2              2      0      1     0       0       1          0
## 28              1              3      1      0     0       1       0          0
## 29              3              1      0      0     1      -1      -1          0
## 30              3              1      0      0     1      -1      -1          1
## 31              3              1      0      0     1      -1      -1          0
## 32              2              2      0      1     0       0       1          1
## 33              3              1      0      0     1      -1      -1          1
## 34              3              1      0      0     1      -1      -1          1
## 35              2              2      0      1     0       0       1          1
## 36              1              3      1      0     0       1       0          0
## 37              2              2      0      1     0       0       1          1
## 38              3              1      0      0     1      -1      -1          1
## 39              1              3      1      0     0       1       0          0
## 40              1              3      1      0     0       1       0          1
## 41              3              1      0      0     1      -1      -1          0
## 42              3              1      0      0     1      -1      -1          1
## 43              2              2      0      1     0       0       1          1
## 44              2              2      0      1     0       0       1          1
## 45              2              2      0      1     0       0       1          1
## 46              1              3      1      0     0       1       0          1
## 47              1              3      1      0     0       1       0          0
## 48              3              1      0      0     1      -1      -1          1
## 49              1              3      1      0     0       1       0          0
## 50              3              1      0      0     1      -1      -1          2
## 51              3              1      0      0     1      -1      -1          1
## 52              1              3      1      0     0       1       0          1
## 53              2              2      0      1     0       0       1          1
## 54              3              1      0      0     1      -1      -1          2
## 55              1              3      1      0     0       1       0          0
## 56              1              3      1      0     0       1       0          1
## 57              2              2      0      1     0       0       1          1
## 58              1              3      1      0     0       1       0          1
## 59              2              2      0      1     0       0       1          1
## 60              2              2      0      1     0       0       1          1
## 61              1              3      1      0     0       1       0          0
## 62              3              1      0      0     1      -1      -1          2
## 63              1              3      1      0     0       1       0          1
## 64              1              3      1      0     0       1       0          1
## 65              1              3      1      0     0       1       0          0
## 66              3              1      0      0     1      -1      -1          1
## 67              3              1      0      0     1      -1      -1          0
## 68              2              2      0      1     0       0       1          1
## 69              3              1      0      0     1      -1      -1          1
## 70              3              1      0      0     1      -1      -1          1
## 71              2              2      0      1     0       0       1          1
## 72              2              2      0      1     0       0       1          0
## 73              1              3      1      0     0       1       0          1
## 74              3              1      0      0     1      -1      -1          1
## 75              1              3      1      0     0       1       0          2
## 76              3              1      0      0     1      -1      -1          1
## 77              1              3      1      0     0       1       0          1
## 78              3              1      0      0     1      -1      -1          2
## 79              2              2      0      1     0       0       1          1
## 80              1              3      1      0     0       1       0          2
## 81              3              1      0      0     1      -1      -1          0
## 82              1              3      1      0     0       1       0          1
## 83              1              3      1      0     0       1       0          1
## 84              1              3      1      0     0       1       0          0
## 85              1              3      1      0     0       1       0          1
## 86              1              3      1      0     0       1       0          0
## 87              3              1      0      0     1      -1      -1          1
## 88              3              1      0      0     1      -1      -1          1
## 89              3              1      0      0     1      -1      -1          0
## 90              1              3      1      0     0       1       0          0
## 91              1              3      1      0     0       1       0          1
## 92              3              1      0      0     1      -1      -1          1
## 93              1              3      1      0     0       1       0          1
## 94              1              3      1      0     0       1       0          0
## 95              1              3      1      0     0       1       0          2
## 96              2              2      0      1     0       0       1          1
## 97              1              3      1      0     0       1       0          1
## 98              1              3      1      0     0       1       0          1
## 99              3              1      0      0     1      -1      -1          2
## 100             3              1      0      0     1      -1      -1          0
## 101             1              3      1      0     0       1       0          0
## 102             2              2      0      1     0       0       1          1
## 103             3              1      0      0     1      -1      -1          0
## 104             2              2      0      1     0       0       1          1
## 105             2              2      0      1     0       0       1          0
## 106             3              1      0      0     1      -1      -1          1
## 107             2              2      0      1     0       0       1          1
## 108             2              2      0      1     0       0       1          1
## 109             3              1      0      0     1      -1      -1          0
## 110             2              2      0      1     0       0       1          1
## 111             1              3      1      0     0       1       0          0
## 112             1              3      1      0     0       1       0          1
## 113             3              1      0      0     1      -1      -1          1
## 114             2              2      0      1     0       0       1          0
## 115             3              1      0      0     1      -1      -1          0
## 116             3              1      0      0     1      -1      -1          0
## 117             2              2      0      1     0       0       1          1
## 118             1              3      1      0     0       1       0          0
## 119             1              3      1      0     0       1       0          1
## 120             1              3      1      0     0       1       0          0
## 121             1              3      1      0     0       1       0          0
## 122             1              3      1      0     0       1       0          1
## 123             1              3      1      0     0       1       0          1
## 124             3              1      0      0     1      -1      -1          0
## 125             2              2      0      1     0       0       1          1
## 126             3              1      0      0     1      -1      -1          1
## 127             2              2      0      1     0       0       1          1
## 128             3              1      0      0     1      -1      -1          1
## 129             1              3      1      0     0       1       0          0
## 130             2              2      0      1     0       0       1          1
## 131             3              1      0      0     1      -1      -1          1
## 132             1              3      1      0     0       1       0          0
## 133             3              1      0      0     1      -1      -1          0
## 134             3              1      0      0     1      -1      -1          1
## 135             1              3      1      0     0       1       0          0
## 136             1              3      1      0     0       1       0          1
## 137             2              2      0      1     0       0       1          0
## 138             1              3      1      0     0       1       0          0
## 139             1              3      1      0     0       1       0          0
## 140             3              1      0      0     1      -1      -1          2
## 141             3              1      0      0     1      -1      -1          1
## 142             3              1      0      0     1      -1      -1          0
## 143             1              3      1      0     0       1       0          1
## 144             3              1      0      0     1      -1      -1          0
## 145             3              1      0      0     1      -1      -1          2
## 146             3              1      0      0     1      -1      -1          0
## 147             3              1      0      0     1      -1      -1          1
## 148             3              1      0      0     1      -1      -1          1
## 149             1              3      1      0     0       1       0          1
## 150             3              1      0      0     1      -1      -1          1
## 151             2              2      0      1     0       0       1          1
## 152             1              3      1      0     0       1       0          1
## 153             2              2      0      1     0       0       1          0
## 154             2              2      0      1     0       0       1          0
## 155             2              2      0      1     0       0       1          1
## 156             3              1      0      0     1      -1      -1          0
## 157             1              3      1      0     0       1       0          0
## 158             1              3      1      0     0       1       0          0
## 159             1              3      1      0     0       1       0          0
## 160             3              1      0      0     1      -1      -1          0
## 161             1              3      1      0     0       1       0          1
## 162             2              2      0      1     0       0       1          2
## 163             1              3      1      0     0       1       0          0
## 164             1              3      1      0     0       1       0          1
## 165             1              3      1      0     0       1       0          1
## 166             1              3      1      0     0       1       0          1
## 167             2              2      0      1     0       0       1          1
## 168             1              3      1      0     0       1       0          1
## 169             3              1      0      0     1      -1      -1          1
## 170             3              1      0      0     1      -1      -1          1
## 171             3              1      0      0     1      -1      -1          1
## 172             2              2      0      1     0       0       1          0
## 173             1              3      1      0     0       1       0          1
## 174             3              1      0      0     1      -1      -1          2
## 175             3              1      0      0     1      -1      -1          1
## 176             1              3      1      0     0       1       0          1
## 177             3              1      0      0     1      -1      -1          1
## 178             1              3      1      0     0       1       0          1
## 179             1              3      1      0     0       1       0          1
## 180             3              1      0      0     1      -1      -1          0
## 181             2              2      0      1     0       0       1          1
## 182             1              3      1      0     0       1       0          0
## 183             2              2      0      1     0       0       1          1
## 184             3              1      0      0     1      -1      -1          1
## 185             1              3      1      0     0       1       0          0
## 186             2              2      0      1     0       0       1          0
## 187             1              3      1      0     0       1       0          0
## 188             1              3      1      0     0       1       0          1
## 189             2              2      0      1     0       0       1          1
## 190             2              2      0      1     0       0       1          0
## 191             2              2      0      1     0       0       1          0
## 192             3              1      0      0     1      -1      -1          1
## 193             3              1      0      0     1      -1      -1          1
## 194             1              3      1      0     0       1       0          1
## 195             3              1      0      0     1      -1      -1          1
## 196             1              3      1      0     0       1       0          1
## 197             3              1      0      0     1      -1      -1          1
## 198             1              3      1      0     0       1       0          1
## 199             2              2      0      1     0       0       1          1
## 200             1              3      1      0     0       1       0          0
## 201             2              2      0      1     0       0       1          2
## 202             1              3      1      0     0       1       0          1
## 203             2              2      0      1     0       0       1          0
## 204             2              2      0      1     0       0       1          0
## 205             1              3      1      0     0       1       0          0
## 206             2              2      0      1     0       0       1          1
## 207             2              2      0      1     0       0       1          0
## 208             1              3      1      0     0       1       0          2
## 209             1              3      1      0     0       1       0          1
## 210             1              3      1      0     0       1       0          0
## 211             1              3      1      0     0       1       0          1
## 212             2              2      0      1     0       0       1          1
## 213             1              3      1      0     0       1       0          0
## 214             1              3      1      0     0       1       0          1
## 215             1              3      1      0     0       1       0          0
## 216             1              3      1      0     0       1       0          0
## 217             2              2      0      1     0       0       1          1
## 218             3              1      0      0     1      -1      -1          1
## 219             1              3      1      0     0       1       0          1
## 220             3              1      0      0     1      -1      -1          0
## 221             1              3      1      0     0       1       0          1
## 222             1              3      1      0     0       1       0          0
## 223             3              1      0      0     1      -1      -1          0
## 224             1              3      1      0     0       1       0          1
## 225             3              1      0      0     1      -1      -1          1
## 226             3              1      0      0     1      -1      -1          0
## 227             3              1      0      0     1      -1      -1          1
## 228             1              3      1      0     0       1       0          1
## 229             3              1      0      0     1      -1      -1          1
## 230             3              1      0      0     1      -1      -1          0
## 231             1              3      1      0     0       1       0          0
## 232             3              1      0      0     1      -1      -1          0
## 233             2              2      0      1     0       0       1          0
## 234             1              3      1      0     0       1       0          0
## 235             2              2      0      1     0       0       1          1
## 236             1              3      1      0     0       1       0          0
## 237             3              1      0      0     1      -1      -1          1
## 238             3              1      0      0     1      -1      -1          1
## 239             3              1      0      0     1      -1      -1          0
## 240             2              2      0      1     0       0       1          1
## 241             2              2      0      1     0       0       1          1
## 242             1              3      1      0     0       1       0          1
## 243             3              1      0      0     1      -1      -1          1
## 244             2              2      0      1     0       0       1          0
## 245             3              1      0      0     1      -1      -1          0
## 246             1              3      1      0     0       1       0          0
## 247             1              3      1      0     0       1       0          0
## 248             2              2      0      1     0       0       1          1
## 249             2              2      0      1     0       0       1          1
## 250             3              1      0      0     1      -1      -1          1
## 251             3              1      0      0     1      -1      -1          2
## 252             3              1      0      0     1      -1      -1          1
## 253             3              1      0      0     1      -1      -1          1
## 254             2              2      0      1     0       0       1          0
## 255             1              3      1      0     0       1       0          1
## 256             2              2      0      1     0       0       1          2
## 257             1              3      1      0     0       1       0          0
## 258             1              3      1      0     0       1       0          1
## 259             3              1      0      0     1      -1      -1          1
## 260             1              3      1      0     0       1       0          1
## 261             3              1      0      0     1      -1      -1          1
## 262             2              2      0      1     0       0       1          1
## 263             1              3      1      0     0       1       0          1
## 264             2              2      0      1     0       0       1          0
## 265             2              2      0      1     0       0       1          1
## 266             3              1      0      0     1      -1      -1          1
## 267             1              3      1      0     0       1       0          1
## 268             3              1      0      0     1      -1      -1          0
## 269             2              2      0      1     0       0       1          1
## 270             1              3      1      0     0       1       0          1
## 271             1              3      1      0     0       1       0          0
## 272             3              1      0      0     1      -1      -1          1
## 273             3              1      0      0     1      -1      -1          2
## 274             3              1      0      0     1      -1      -1          1
## 275             1              3      1      0     0       1       0          1
## 276             2              2      0      1     0       0       1          0
## 277             3              1      0      0     1      -1      -1          1
## 278             3              1      0      0     1      -1      -1          1
## 279             2              2      0      1     0       0       1          1
## 280             3              1      0      0     1      -1      -1          1
## 281             1              3      1      0     0       1       0          1
## 282             2              2      0      1     0       0       1          0
## 283             3              1      0      0     1      -1      -1          2
## 284             3              1      0      0     1      -1      -1          0
## 285             2              2      0      1     0       0       1          1
## 286             2              2      0      1     0       0       1          0
## 287             1              3      1      0     0       1       0          0
## 288             2              2      0      1     0       0       1          0
## 289             2              2      0      1     0       0       1          0
## 290             3              1      0      0     1      -1      -1          1
## 291             3              1      0      0     1      -1      -1          0
## 292             2              2      0      1     0       0       1          1
## 293             1              3      1      0     0       1       0          0
## 294             2              2      0      1     0       0       1          1
## 295             3              1      0      0     1      -1      -1          1
## 296             1              3      1      0     0       1       0          2
## 297             3              1      0      0     1      -1      -1          1
## 298             2              2      0      1     0       0       1          2
## 299             1              3      1      0     0       1       0          1
## 300             3              1      0      0     1      -1      -1          0
## 301             2              2      0      1     0       0       1          1
## 302             1              3      1      0     0       1       0          1
## 303             3              1      0      0     1      -1      -1          0
## 304             1              3      1      0     0       1       0          1
## 305             2              2      0      1     0       0       1          2
## 306             1              3      1      0     0       1       0          0
## 307             2              2      0      1     0       0       1          0
## 308             2              2      0      1     0       0       1          2
## 309             2              2      0      1     0       0       1          1
## 310             2              2      0      1     0       0       1          1
## 311             3              1      0      0     1      -1      -1          1
## 312             1              3      1      0     0       1       0          1
## 313             1              3      1      0     0       1       0          1
## 314             1              3      1      0     0       1       0          1
## 315             1              3      1      0     0       1       0          1
mydata$AlcoholNumHi[mydata$Alcohol >= 10] <- 1
mydata$AlcoholNumHi[mydata$Alcohol == 0] <- -1
mydata$AlcoholNumHi[mydata$Alcohol > 0 & mydata$Alcohol < 10] <- 0

mydata$AlcoholNumMid[mydata$Alcohol >= 10] <- 0
mydata$AlcoholNumMid[mydata$Alcohol == 0] <- -1
mydata$AlcoholNumMid[mydata$Alcohol > 0 & mydata$Alcohol < 10] <- 1
mydata
##      ID Age Smoke Quetelet Calories   Fat Fiber Alcohol Cholesterol BetaDiet
## 1     1  64    No  21.4838   1298.8  57.0   6.3     0.0       170.3     1945
## 2     2  76    No  23.8763   1032.5  50.1  15.8     0.0        75.8     2653
## 3     3  38    No  20.0108   2372.3  83.6  19.1    14.1       257.9     6321
## 4     4  40    No  25.1406   2449.5  97.5  26.5     0.5       332.6     1061
## 5     5  72    No  20.9850   1952.1  82.6  16.2     0.0       170.8     2863
## 6     6  40    No  27.5214   1366.9  56.0   9.6     1.3       154.6     1729
## 7     7  65    No  22.0115   2213.9  52.0  28.7     0.0       255.1     5371
## 8     8  58    No  28.7570   1595.6  63.4  10.9     0.0       214.1      823
## 9     9  35    No  23.0766   1800.5  57.8  20.3     0.6       233.6     2895
## 10   10  55    No  34.9699   1263.6  39.6  15.5     0.0       171.9     3307
## 11   11  66    No  20.9465   1460.8  58.0  18.2     1.0       137.4     1714
## 12   12  40    No  36.4316   1638.2  49.3  14.9     0.0       130.7     2031
## 13   13  57    No  31.7304   2072.9 106.7   9.6     0.9       420.0     1982
## 14   14  66    No  21.7885    987.5  35.6  10.3     0.0       254.9     2120
## 15   15  66    No  27.3192   1574.3  75.0   7.1     0.0       361.5     1388
## 16   16  64    No  31.4467   2868.5 128.8  15.0    20.0       379.5     3888
## 17   17  62    No  25.9025   1751.1  80.7   8.4    14.1       160.3     2194
## 18   18  75    No  29.1526   1407.6  35.0  20.8     7.0       144.1     3470
## 19   19  68    No  38.1873   1628.5  78.6  11.6     0.0       512.3     2108
## 20   20  57    No  25.8967   1101.4  48.5   8.5     5.0       197.2     1157
## 21   21  56    No  24.4588   2433.6 127.6  19.9     7.1       271.2     1739
## 22   22  30    No  22.7212   1437.3  61.5   8.8     2.3       160.9     1008
## 23   23  34    No  24.0812   2062.7  81.1  13.6    18.0       190.5      606
## 24   24  53    No  23.1598   1276.5  50.1   9.0     4.7       143.5     1380
## 25   25  60    No  49.1203   2114.8  77.6  14.9     0.5       239.9     4916
## 26   26  50    No  23.0766   1113.0  32.8  12.9     3.0       104.8     4451
## 27   27  62    No  33.7244   1323.0  60.8  11.4     0.0       155.8     5983
## 28   28  61    No  25.1827   2837.3  84.2  33.8     0.0       192.1     2413
## 29   29  65    No  28.9498   2055.9 111.8  15.9     0.0       226.5     3087
## 30   30  71    No  24.6800   1285.8  55.4  10.6     2.0       353.4      521
## 31   31  43    No  28.4015   1786.9  93.9  10.6     0.0       247.0     2431
## 32   32  33    No  20.5696   3144.8 155.0  17.6     4.1       308.8     3141
## 33   33  74   Yes  16.3311   1241.0  53.1  10.8     0.1       206.1     1668
## 34   34  41    No  21.0312   2419.3 122.7  16.2     0.3       325.2     4366
## 35   35  56    No  22.6438   2712.7 145.3  13.4     8.0       242.6      494
## 36   36  44   Yes  25.8787   1810.0  95.3  17.5     0.0       253.1     7026
## 37   37  37    No  35.3601   1778.1  75.9  10.8     0.5       332.6     1529
## 38   38  37    No  25.9400   1147.9  47.6   7.3     0.1       117.0      241
## 39   39  39   Yes  21.9991   1951.4 109.1   4.7     0.0       461.1      998
## 40   40  37    No  22.5121   2035.5  65.7  22.1     0.7       205.3     6082
## 41   41  53    No  27.4927   1248.6  56.9   8.2     0.0       223.2     2741
## 42   42  66    No  27.4961   3184.8 199.0  16.8     0.2       362.6     2100
## 43   43  58    No  24.1797   1538.1  78.7  14.2     0.9       231.2     2359
## 44   44  31   Yes  23.3459   1456.5  56.6   8.5     1.0       182.7      603
## 45   45  49    No  21.6784   1656.3  59.5  13.3     0.1       180.3     1625
## 46   46  75    No  21.3291   1396.8  53.3  13.2     3.2        99.3     2888
## 47   47  62    No  33.7442   1588.1  88.9   7.4     0.0       362.6     1099
## 48   48  56    No  32.0748   1566.5  95.2   6.5     7.2       408.0     2103
## 49   49  69    No  31.6684    827.9  32.8   8.7     0.0        79.8     2260
## 50   50  50   Yes  25.1119   2340.4 110.4  11.3    14.0       260.7      452
## 51   51  50    No  20.4034   1902.9  72.9  35.4     7.3       175.6     3549
## 52   52  72    No  39.2229   1111.9  47.2  10.2     0.2        69.4     2204
## 53   53  60    No  19.9326   1333.8  37.1  16.9     6.5        84.0     4964
## 54   54  55    No  21.6362   1896.1  82.2   9.3    10.0       296.8     1052
## 55   55  43    No  29.0047   1472.7  61.8  12.2     0.0       216.3     3572
## 56   56  29    No  18.8340   2237.4  77.6  22.6     0.7       180.6     2902
## 57   57  44   Yes  29.1135   1446.2  63.2   9.5     3.2       208.8     1788
## 58   58  48    No  32.3483   2908.5 139.1  16.4     0.2       511.6     5111
## 59   59  38    No  23.8573   2190.7  96.9  17.7     1.3       192.1     1378
## 60   60  33    No  19.4090   1878.2  81.6   9.6     4.9       265.8     1431
## 61   61  56    No  16.6367   1436.8  57.2   9.4     0.0       183.3     1727
## 62   62  65   Yes  23.3762   6662.2 164.3  11.3   203.0       603.0     2893
## 63   63  48    No  30.2950   2893.3 125.8  18.8     1.7       256.7     2524
## 64   64  66    No  22.5743   1902.4  76.7  17.7     3.1       216.7     2533
## 65   65  78    No  26.3675   1531.6  69.5   5.4     0.0       168.0      982
## 66   66  65    No  23.5424   1220.7  34.6  16.5     5.6       152.8     1535
## 67   67  72    No  22.0119   1247.7  46.8  10.2     0.0       347.9      326
## 68   68  31   Yes  21.0778   1631.5  75.2   8.5     0.7       277.1     1487
## 69   69  74    No  25.7393    818.1  34.3   6.6     3.7        55.4     1114
## 70   70  61    No  25.1827   1570.1  58.7  19.3     2.0       158.3     1080
## 71   71  83    No  25.2068   1331.2  50.6   7.7     0.3       380.7     2492
## 72   72  46    No  30.7096   2052.4 120.4  10.2     0.0       195.2     1349
## 73   73  62    No  23.9217   1823.0  80.3  17.4     6.2       256.8     6948
## 74   74  56   Yes  20.6410   1743.8  85.3  13.2     7.2       349.6     1086
## 75   75  33    No  26.6369   3457.2 166.0  17.5    10.5       452.8     2629
## 76   76  45    No  22.3611   1126.7  20.4  12.5     7.2        71.8     1307
## 77   77  41    No  23.0939   3258.3 101.2  26.2     0.5       341.7     1306
## 78   78  73    No  24.6800   2833.7 119.9  14.6    18.2       365.0     3465
## 79   79  31    No  21.3314   2264.3 105.5  13.4     3.2       396.5     1846
## 80   80  50    No  25.1199   2026.0  85.5  11.2    21.0       268.2     1334
## 81   81  65    No  28.4020   1747.6  83.6  10.9     0.0       244.8     4848
## 82   82  35   Yes  21.8340   1575.5  53.9   7.0     1.0       216.2     1734
## 83   83  42    No  29.0357   1785.4  94.1  10.0     0.7       288.0     1120
## 84   84  19    No  29.2415   2558.9 116.1  12.3     0.0       324.5     1498
## 85   85  37    No  19.9861    839.0  29.2   4.7     6.4        66.5      330
## 86   86  44    No  24.0812   2391.3  95.4  20.6     0.0       283.3     5909
## 87   87  36    No  23.3459   1887.4 110.2   6.0     0.1       211.7     3326
## 88   88  53   Yes  25.1406   2798.2 125.9  17.7     7.0       239.0     2110
## 89   89  69   Yes  27.2289   2654.9 126.0  23.3     0.0       248.0     2719
## 90   90  74    No  27.9862   1202.0  46.6  11.4     0.0        59.2     2309
## 91   91  70    No  22.5331   1235.9  51.1   9.6     3.0       142.0     1153
## 92   92  56    No  26.3173   2225.1 111.5  10.4     6.8       283.7     1432
## 93   93  77    No  27.7905    866.9  31.0   9.8     0.2        59.7     2493
## 94   94  73    No  24.4172   1666.8  76.5  13.3     0.0       747.5     3054
## 95   95  43    No  23.0381   3711.0 202.7  14.9    18.0       469.2     1861
## 96   96  41    No  23.6169   1055.0  33.2  12.9     0.9       220.0     4268
## 97   97  22    No  27.0053   2733.0 123.8   5.1     0.3       440.3     1652
## 98   98  44    No  23.4605   1660.1  80.3  13.6     0.1        89.0     1802
## 99   99  51    No  25.1571   1952.7  63.8  17.9    11.0       201.3     2308
## 100 100  46   Yes  35.2597   2667.5 131.6  10.1     0.0       550.5     1210
## 101 101  25   Yes  20.6410   1517.4  59.1   5.9     0.0       127.6      214
## 102 102  69    No  23.0056   1711.4  98.2  10.8     0.3       332.4     1370
## 103 103  69    No  25.2317   1756.4  82.3   8.8     0.0       500.3     2354
## 104 104  58    No  27.3369   2186.2  99.3  14.9     0.2       263.8     2446
## 105 105  77    No  25.8813   2075.2  75.6  21.4     0.0       228.8     3473
## 106 106  67    No  24.7353   2021.2  94.8  13.3     8.0       417.6     3359
## 107 107  37    No  29.3256   1653.2  77.3  12.5     1.0       162.6     1062
## 108 108  47    No  21.1882   1076.6  33.4  22.5     4.1       138.8     1489
## 109 109  60   Yes  19.6773   1506.7  76.3  14.6     0.0       239.2     3982
## 110 110  49    No  25.0700   1511.7  54.4  16.1     4.2       200.5     1656
## 111 111  83    No  25.5977   1933.6  98.8  11.1     0.0       224.7      768
## 112 112  56    No  22.0119   1830.0  52.8  13.8     8.5       689.4     1496
## 113 113  39    No  30.2913   1256.7  43.7   5.3     0.3       133.6      683
## 114 114  41    No  41.8559   1823.7  54.7  14.6     0.0       188.0      885
## 115 115  37   Yes  28.3357   1902.8  81.7   8.2     0.0       178.6     1662
## 116 116  66    No  26.5081    958.5  37.7   8.3     0.0       108.6     1552
## 117 117  55    No  21.0778   2328.3 112.6  13.9     2.9       281.9     2144
## 118 118  49    No  39.4650   1574.0  74.6  14.1     0.0       440.6     3567
## 119 119  31    No  18.9836   1646.2  52.2  13.2     5.0       174.9     1423
## 120 120  64    No  18.8783   1828.0  63.4  14.7     0.0        87.9     1293
## 121 121  57    No  23.2212   1288.7  63.2  10.6     0.0       200.2     2111
## 122 122  42   Yes  26.8491   1084.3  25.2  21.8     1.0       105.7     2874
## 123 123  40    No  25.8813   2431.9  93.7  17.8     0.1       364.6     1699
## 124 124  73   Yes  19.4090   2453.5 118.5  10.3     0.0       516.5      954
## 125 125  37    No  19.5708   1645.7  76.0   6.6     4.0       225.9     1368
## 126 126  43    No  20.2970   2075.9  96.5  17.3     7.0       271.8     3318
## 127 127  66    No  26.4205   1563.7  73.3  12.0     1.1       300.9     2247
## 128 128  26    No  20.3795   1663.3  64.6   7.6     2.0       124.7      910
## 129 129  45    No  29.2415   1601.4  93.9   8.8     0.0       255.8     1171
## 130 130  74    No  30.2950   1718.9  57.9  15.0     1.2       272.7     2077
## 131 131  49    No  21.4790   1010.6  29.4   9.1     6.2        98.8     1210
## 132 132  41    No  19.4090   1372.7  61.6   9.5     0.0       182.5     1826
## 133 133  74    No  27.3192   1837.0  76.9  13.6     0.0       383.6     2628
## 134 134  38   Yes  21.8451   1662.7  58.7  15.7     3.7       163.7      561
## 135 135  83    No  22.2224   1534.7  54.9  26.3     0.0        77.5     1893
## 136 136  70    No  28.0470   2005.8  89.5   8.5     0.1       121.2     1312
## 137 137  39    No  26.0943   1187.8  32.8  11.6     0.0       154.9     1913
## 138 138  65    No  21.5851   1446.2  56.8  10.8     0.0       127.9      924
## 139 139  72    No  21.0312    976.7  68.4   3.1     0.0        99.6      728
## 140 140  46    No  23.6773   2706.7 104.9  16.8    22.0       416.0     4387
## 141 141  46    No  30.0587   1546.0  73.6  10.3     7.0       284.8     1976
## 142 142  51    No  34.1851   1324.0  46.0  12.7     0.0       151.0     2422
## 143 143  39    No  24.0812   1368.9  61.6  14.4     6.7       314.9     1407
## 144 144  33   Yes  20.1613   3228.0 141.1  14.4     0.0       718.8     1301
## 145 145  49    No  31.7263   2825.8  97.8   7.5    35.0       374.3     1112
## 146 146  44    No  23.3932   1220.9  35.1  14.0     0.0        99.2     1052
## 147 147  69    No  24.2613   1174.7  47.4   9.9     0.1        89.9     1008
## 148 148  52    No  27.8335    828.2  52.3   6.1     1.2       141.1     1054
## 149 149  82    No  20.2177   1708.1  94.2  15.1     2.0       224.7     1484
## 150 150  46    No  23.4786   1182.9  60.2   5.2     0.2       164.5      657
## 151 151  25    No  22.7051    928.4  29.7   6.0     0.5       120.7      604
## 152 152  54    No  37.8687   4373.6 235.9  22.9     0.1       814.7     2912
## 153 153  70    No  25.7393   1387.7  55.2  11.2     0.0       114.0      869
## 154 154  35    No  18.4385   1555.6  72.8  11.5     0.0       174.1     1578
## 155 155  46    No  33.1948   1581.7  64.1  12.3     0.1       170.1     1210
## 156 156  70    No  29.5966   1397.4  60.5   9.2     0.0       228.5     1554
## 157 157  71    No  22.1532   1305.4  43.3  10.2     0.0        72.7     3445
## 158 158  59    No  26.8868   1249.6  24.2  14.7     0.0        97.2     3014
## 159 159  42    No  20.5412   2347.3 104.4  12.5     0.0       249.3     1666
## 160 160  46    No  39.4062   1207.1  42.8  11.6     0.0       155.1     1462
## 161 161  37    No  33.3723   1688.1  45.0  17.1     0.8       141.1     1272
## 162 162  39    No  21.9409   1719.3  49.7  18.4    11.0       164.6     5296
## 163 163  43    No  25.5828   2501.6 121.1  19.5     0.0       343.0     5605
## 164 164  23    No  20.1259   2219.1 120.9  13.1     2.0       415.8     2430
## 165 165  45    No  20.2398   1827.7  71.2  10.4     2.0       267.5     2375
## 166 166  63    No  23.9217   1282.3  26.4  13.6     0.1       100.6     3753
## 167 167  44   Yes  28.3486   1427.2  60.6   8.3     0.2       195.0      695
## 168 168  43    No  20.4034   2000.8  86.7  14.8     0.9       200.9     1649
## 169 169  33    No  27.8695   1622.4  71.5  12.9     1.0       214.8     2317
## 170 170  35    No  34.0818   3114.0 160.2  14.9     0.2       432.3     1702
## 171 171  50    No  23.0716   2012.0 112.9  14.3     6.5       456.9     1007
## 172 172  50    No  29.0157   2106.4  97.0  12.9     0.0       344.3     2308
## 173 173  59    No  25.5977   1546.6  72.9  15.1     0.7       192.8     4694
## 174 174  38    No  23.0766   1149.0  43.6   8.6    10.5       122.5     2749
## 175 175  60    No  29.7475    659.3  22.2   7.0     0.1       102.0     1497
## 176 176  54    No  19.1770   1580.6  82.9   9.4     5.2        98.3     1171
## 177 177  71    No  24.4634   1850.5  75.9  16.1     7.2       247.9     3054
## 178 178  48    No  22.5319   1242.1  37.5  13.3     1.0       148.4     1488
## 179 179  49    No  32.0177   1099.4  56.9   5.2     0.5       169.9      829
## 180 180  27   Yes  29.2415   1127.6  59.4   7.4     0.0       183.4     1037
## 181 181  27   Yes  25.4454   2919.5 125.3  14.3     1.0       370.0      846
## 182 182  75    No  21.5278   1049.1  51.7   8.0     0.0       188.9     1382
## 183 183  45    No  26.4205   1366.6  42.5  12.9     2.5       141.2     3407
## 184 184  35    No  30.4455   1884.8  91.6  11.1     5.0       518.0      758
## 185 185  56    No  33.5921   1494.5  59.1   6.8     0.0       111.5      599
## 186 186  41   Yes  27.5214   1444.6  89.1   6.8     0.0       280.1     1073
## 187 187  48    No  32.9913    445.2  14.4   5.0     0.0       102.8      862
## 188 188  48    No  21.8351   1849.8  80.6  13.8     3.2       549.1     4291
## 189 189  32    No  20.1579   1678.2  54.3  12.9     1.5       147.3     1668
## 190 190  38    No  46.7376   1390.4  55.7  10.8     0.0       195.1     2809
## 191 191  52    No  33.2962   1749.9  81.3  12.1     0.0       226.5     2373
## 192 192  40    No  24.0103    742.3  36.5   5.9     2.1       133.9     1850
## 193 193  44    No  23.0716   1148.5  50.3   7.1     0.1       139.2     1352
## 194 194  70    No  22.4821   1730.6  72.9  14.4     0.2       363.1     2315
## 195 195  55   Yes  29.0357   1162.5  54.0   5.6     0.2       175.2     1417
## 196 196  48    No  20.2177   1738.9  63.5  12.2     0.5       205.9     4504
## 197 197  38    No  20.7176   1432.1  58.5   6.3     0.2       131.9      998
## 198 198  49    No  20.4034   3098.9 106.2  25.2     1.2       447.6     4430
## 199 199  36    No  32.9594   2342.3  95.8  19.2     1.7       389.4     3201
## 200 200  64    No  21.5011   2319.9  97.6  22.3     0.0       155.3     3686
## 201 201  49    No  23.6794   1292.8  43.1  10.6    11.0       180.7     2131
## 202 202  49   Yes  22.7216    784.4  40.6   4.9     3.0        97.4      852
## 203 203  43    No  22.9146   2038.5  80.7  17.1     0.0       232.3     2781
## 204 204  33    No  23.9378   1366.8  55.9   6.2     0.0       196.0     1151
## 205 205  38    No  26.0943   1550.0  66.8  12.1     0.0       253.2     3970
## 206 206  36    No  19.7664   1240.7  50.9   6.9     0.3       116.0      808
## 207 207  33    No  21.6734   2814.6 111.2  16.8     0.0       399.3      843
## 208 208  47    No  20.8130   1612.5  45.5   9.0    15.0       149.9     2537
## 209 209  53    No  40.6892   1576.3  54.8  13.5     0.1       308.9     2205
## 210 210  41    No  29.1423   1197.7  54.5   4.9     0.0       135.6      587
## 211 211  36    No  21.0778   2045.3  84.8  13.2     0.7       271.9     3591
## 212 212  32    No  35.9753   3328.4 163.3  20.0     4.1       425.5     3434
## 213 213  57    No  26.9429   2513.3  98.9  10.6     0.0       428.1     2869
## 214 214  42    No  21.6784   1737.4  62.1  16.3     0.2       211.7     2515
## 215 215  37   Yes  27.2655   1034.4  34.5   8.9     0.0       118.5      807
## 216 216  52    No  32.6718   2083.9  93.1   8.8     0.0       328.1      766
## 217 217  45   Yes  28.7254   1481.8  75.3  10.4     0.2       336.9      720
## 218 218  42    No  20.7690   1051.2  44.0  10.9     0.2       165.5      516
## 219 219  42    No  21.2065   1730.1  58.3  16.6     4.5       196.1     3785
## 220 220  41   Yes  20.7176   1102.8  56.6   5.3     0.0       329.8     1436
## 221 221  41    No  26.3117   1496.7  64.6   5.9     1.0       239.8      613
## 222 222  26   Yes  20.5412   1987.2  76.6   9.8     0.0       156.1     1460
## 223 223  70    No  20.1613   2017.2 136.0   7.6     0.0       195.8     2251
## 224 224  44    No  26.3675   1525.6  85.4   7.9     0.1       179.4     2029
## 225 225  46    No  28.4020   1342.2  69.7   5.9     1.0       215.4     8046
## 226 226  22    No  50.4033   1511.7  64.4  10.2     0.0       190.3     1074
## 227 227  46   Yes  21.6784   1570.1  74.1  13.7     0.9       145.7     3556
## 228 228  32    No  20.0560   2703.4 120.6  11.4     0.1       284.3     1218
## 229 229  27    No  23.8763   1200.6  61.5   8.7     1.5       208.7     2199
## 230 230  52    No  37.1113   1891.6  73.8  17.6     0.0       226.0     5810
## 231 231  42    No  36.5973   1434.9  59.3  11.2     0.0       281.1     1214
## 232 232  34    No  28.5795   2118.1  93.0  20.1     0.0       170.0     2215
## 233 233  36    No  40.2953   1414.6  51.2  13.7     0.0       135.8     1678
## 234 234  59    No  24.8040   2192.3  78.7  14.2     0.0       173.5     2579
## 235 235  75    No  36.4737   1380.6  54.5  13.5     0.1       201.6      925
## 236 236  43    No  45.8581   1626.3  72.2   7.9     0.0       157.5      404
## 237 237  56    No  30.4824   2210.7 113.1  10.5     6.1       340.1     2008
## 238 238  48    No  19.7039   1600.7  77.7  11.2     7.2       180.1     2469
## 239 239  34   Yes  21.9638   1076.2  52.7   6.1     0.0        78.3      755
## 240 240  37    No  23.3459   2094.5  78.9  17.3     1.0       193.4     1718
## 241 241  41    No  31.8216   1823.0  74.8  12.1     1.3       196.9     2133
## 242 242  74    No  23.3459   1512.1  73.8   8.7     5.7       182.8     1167
## 243 243  73    No  21.0113    840.6  34.3   8.2     0.1        81.1      619
## 244 244  53   Yes  19.7810   1996.1  98.8   9.2     0.0       436.8      908
## 245 245  74    No  21.1364   2171.6  76.6  20.4     0.0       176.3     3690
## 246 246  77    No  24.3272   1481.4  55.0  11.2     0.0       191.7     3425
## 247 247  39    No  21.1781   1829.2  79.0  15.6     0.0       178.4     2787
## 248 248  29    No  18.6003   1041.6  45.4   6.0     3.0       139.5      675
## 249 249  37    No  44.9106   2010.4 101.2  16.0     0.1       362.4     2142
## 250 250  47    No  23.9642   2120.8  77.4  17.0     8.4       185.9     2299
## 251 251  64    No  21.2065   1008.4  35.4   5.6    14.0        37.7      544
## 252 252  36    No  42.8886    798.2  30.6   7.9     2.4        46.3      604
## 253 253  42    No  20.4172   3099.2 134.9  19.0     0.8       469.3     6558
## 254 254  64    No  25.6599   2055.7 114.4  13.0     0.0       248.4     2661
## 255 255  38    No  20.7029   2585.3 129.8  21.1     4.0       429.5     7362
## 256 256  39    No  28.4015   1906.5  86.4  10.4    15.5       265.9     2583
## 257 257  40    No  31.2422   3014.9 165.7  14.4     0.0       900.7     1028
## 258 258  29    No  37.9400   1631.0  55.6  13.8     0.5       189.5     3435
## 259 259  71    No  24.9883   1399.5  66.5   9.6     8.0       260.0     1527
## 260 260  45    No  23.4316   2319.0 122.1  13.4     0.1       305.7     2047
## 261 261  63    No  18.9209   1655.9  70.8  15.1     0.1       177.3     2897
## 262 262  46    No  24.2613   1422.8  58.3   7.8     7.1       206.3     1987
## 263 263  75    No  21.6784   2511.5  92.3  36.8     0.6       228.3     4271
## 264 264  46    No  35.1907    740.6  38.5   5.3     0.0       113.9      868
## 265 265  44    No  22.5440   1292.6  49.4  10.4     1.2       186.5      578
## 266 266  24    No  31.9972   3021.9 171.0  11.4     0.1       466.3      953
## 267 267  32    No  22.5121   1918.4  63.1  16.1     5.0       202.2     1048
## 268 268  66    No  22.6438   2086.6  72.3  16.0     0.0       112.8     1439
## 269 269  43    No  26.3475   3449.7 172.8  20.5     1.4       381.3     3324
## 270 270  73    No  24.9412   1186.4  46.1  10.5     1.5       119.7      921
## 271 271  54    No  25.7501   1724.7  75.1  18.2     0.0       173.3     1192
## 272 272  44   Yes  29.9774   1877.4  92.2   7.7     0.2       211.6     1665
## 273 273  55    No  22.8771   2272.6  94.5  10.9    14.2       269.2     3610
## 274 274  70   Yes  23.8270   1514.4  51.7  14.2     7.0        97.5     3317
## 275 275  32    No  25.4573   2170.3  95.1  15.2     0.2       175.2     3313
## 276 276  33    No  23.2690   2271.1 114.6  10.4     0.0       574.2     1270
## 277 277  49    No  22.5064   1469.9  50.4  12.1     0.7       118.8     1915
## 278 278  69    No  44.2062   2332.2 109.6  19.7     0.1       286.7     4013
## 279 279  38    No  20.7173   1619.3  83.7   8.4     0.5       310.1      902
## 280 280  34   Yes  34.0818   1148.7  41.7   9.8     1.0       173.4     2247
## 281 281  49    No  20.0895   2512.0  64.9  30.2     0.6       168.5     4832
## 282 282  40   Yes  18.3432    833.0  38.8   5.5     0.0       145.3      577
## 283 283  41    No  28.0470   1808.4  61.5  10.5    17.0       176.1     1884
## 284 284  62    No  29.8494   2115.4  84.1  23.9     0.0       189.5     3172
## 285 285  28    No  20.1250   1600.9  68.0  14.2     0.2       171.2     3102
## 286 286  78    No  41.6857    647.7  30.9   3.7     0.0        87.5     1186
## 287 287  67    No  30.7309    849.2  25.4  10.9     0.0        91.7     1237
## 288 288  51    No  24.9082   2166.9 105.8  15.6     0.0       349.1     4098
## 289 289  29   Yes  26.6874   2476.2 121.1  14.3     0.0       263.5     2889
## 290 290  36   Yes  25.7393   1959.3 112.4   6.7     0.5       326.7     1097
## 291 291  43    No  18.5769   1695.3  62.4  17.7     0.0       147.3      570
## 292 292  55    No  25.4258   2307.8 111.0  18.4     3.4       487.8     2627
## 293 293  54    No  24.9550   1392.2  47.8  12.9     0.0        87.5      849
## 294 294  32    No  39.5620   3511.1 114.7  13.9     0.2       444.7     2174
## 295 295  65    No  26.7596   1276.0  60.5  12.0     3.5        87.3     1456
## 296 296  41   Yes  41.6495   2685.1 133.1  11.1    15.0       432.4     3728
## 297 297  60    No  40.6953   1327.0  64.8   9.3     0.1       341.0     1987
## 298 298  73    No  25.8473    853.1  29.8   6.3    10.0       160.5     1022
## 299 299  71    No  21.8109   1215.8  43.8  12.3     5.0       110.8     2079
## 300 300  47    No  37.2776   1927.6  92.5  10.7     0.0       359.1      406
## 301 301  35    No  29.5855   2466.9 112.6   9.6     0.1       331.9      621
## 302 302  34   Yes  21.3291   3103.7 124.7  18.1     8.3       431.0     2652
## 303 303  41    No  34.6149   2046.9 103.0  13.1     0.0       334.2     1745
## 304 304  33    No  18.5769   1835.9  74.1  23.0     0.7       184.2     2121
## 305 305  73   Yes  20.7112   1678.5  82.3   6.3    14.1       249.5     1078
## 306 306  67    No  26.9429   1049.2  44.6   9.6     0.0       247.2     2672
## 307 307  66    No  33.1076   1762.1  72.9  16.5     0.0       240.3     4935
## 308 308  44   Yes  23.2772   3183.1 119.4   6.9    35.0       378.8     1118
## 309 309  36    No  24.7434   2838.8  88.5  24.0     4.5       252.4     9642
## 310 310  48    No  24.6147   2021.1  72.2  16.6     9.0       299.1     1392
## 311 311  46    No  25.8967   2263.6  98.2  19.4     2.6       306.5     2572
## 312 312  45    No  23.8270   1841.1  84.2  14.1     2.2       257.7     1665
## 313 313  49    No  24.2613   1125.6  44.8  11.9     4.0       150.5     6943
## 314 314  31    No  23.4525   2729.6 144.4  13.2     2.2       381.8      741
## 315 315  45    No  26.5081   1627.0  77.4   9.9     0.2       195.6     1242
##     RetinolDiet BetaPlasma RetinolPlasma Gender VitaminUse PriorSmoke
## 1           890        200           915 Female    Regular          2
## 2           451        124           727 Female    Regular          1
## 3           660        328           721 Female Occasional          2
## 4           864        153           615 Female         No          2
## 5          1209         92           799 Female    Regular          1
## 6          1439        148           654 Female         No          2
## 7           802        258           834 Female Occasional          1
## 8          2571         64           825 Female    Regular          1
## 9           944        218           517 Female         No          1
## 10          493         81           562 Female         No          2
## 11          535        184           935 Female    Regular          2
## 12          492         91           741 Female Occasional          1
## 13         1105        120           679   Male         No          1
## 14         1047         61           507 Female    Regular          1
## 15          980        108           852   Male         No          1
## 16         1545        211          1249   Male         No          2
## 17          242        235          1035   Male    Regular          2
## 18          479        288          1262   Male    Regular          2
## 19          921        102           904 Female         No          1
## 20          445        113          1727   Male         No          2
## 21          926         74           684   Male         No          2
## 22          695        129           537 Female         No          2
## 23          944        140           760 Female         No          1
## 24          708        138           809 Female Occasional          2
## 25         1150        143           697 Female    Regular          1
## 26          554        416           676 Female    Regular          1
## 27          320        212           822 Female Occasional          2
## 28          656        786           691 Female    Regular          1
## 29         1199         35           599   Male         No          1
## 30          975        122           901   Male         No          2
## 31          914        119           818 Female         No          2
## 32         1579        182           623 Female Occasional          2
## 33         1618        186           624 Female         No          3
## 34         1759        216           526 Female         No          1
## 35          608        751          1002   Male Occasional          2
## 36          508         39           179 Female    Regular          3
## 37          517        107           564 Female Occasional          2
## 38          314         74           456 Female         No          2
## 39          588        418           665   Male    Regular          3
## 40          674       1415           632 Female    Regular          1
## 41          419        400           502 Female         No          1
## 42         1083        102           838 Female         No          2
## 43          834        135           574 Female Occasional          2
## 44          473         97           611 Female Occasional          3
## 45          707        124           476 Female Occasional          1
## 46          323        195           546 Female    Regular          1
## 47          651        107           411 Female    Regular          1
## 48          855         53           475 Female         No          1
## 49          264        148           321   Male    Regular          2
## 50          550         77           388 Female         No          3
## 51          969        316           586 Female         No          1
## 52          239         77           648 Female    Regular          1
## 53          374        266           550 Female Occasional          1
## 54          605         39           783   Male         No          2
## 55          809        225           258 Female    Regular          1
## 56         1065        173           299 Female    Regular          1
## 57          677         79           384 Female Occasional          3
## 58         1359        102           692 Female    Regular          2
## 59          685        158           634 Female Occasional          1
## 60          724        159           592 Female Occasional          1
## 61          898        157           383 Female    Regular          1
## 62         1364         96           317   Male         No          3
## 63         1250        160           247 Female    Regular          1
## 64          592        100           730   Male    Regular          2
## 65          854        293           587 Female    Regular          2
## 66          493        171           407   Male         No          1
## 67          407         89           831 Female         No          2
## 68         1120        109           531 Female Occasional          3
## 69          453        129           560 Female         No          2
## 70          724         87           397 Female         No          1
## 71         1310        328           768 Female Occasional          1
## 72          860        298           393 Female Occasional          2
## 73          417        379           810 Female    Regular          2
## 74          464        204           624 Female         No          3
## 75         1470         75           227   Male    Regular          1
## 76          178        127           525 Female         No          2
## 77         1163        131           542 Female    Regular          2
## 78          743         21           558   Male         No          2
## 79          760        233           504 Female Occasional          2
## 80          486         73          1031   Male    Regular          1
## 81         1005         25           187 Female         No          1
## 82         1215        137           677 Female    Regular          3
## 83          619         82           783   Male    Regular          2
## 84         1066        327           693 Female    Regular          1
## 85          394        142           511 Female    Regular          1
## 86         1702         86           435 Female    Regular          2
## 87          928        150           362 Female         No          2
## 88         1458         53           592   Male         No          3
## 89         1323        112           360   Male         No          3
## 90          578        104           476 Female    Regular          1
## 91         1048        170           369 Female    Regular          1
## 92         1006        150           619 Female         No          2
## 93          640        282           472 Female    Regular          1
## 94         4041         91           426   Male    Regular          2
## 95          783        125           592 Female    Regular          2
## 96          341        282           426   Male Occasional          1
## 97         1525         16           799 Female    Regular          2
## 98          233        129           497 Female    Regular          2
## 99         1838        180           622 Female         No          2
## 100        1291         39           549   Male         No          3
## 101         914         54           539 Female    Regular          3
## 102         695         78           522   Male Occasional          2
## 103         842         34           551   Male         No          2
## 104         881         95           466 Female Occasional          1
## 105        1326        174           423   Male Occasional          1
## 106        1060         95           797   Male         No          2
## 107        1070         97           532 Female Occasional          2
## 108         490        204           422 Female Occasional          2
## 109         350         25           421 Female         No          3
## 110         652        270           527 Female Occasional          2
## 111         719        285           512   Male    Regular          2
## 112         546        110           756 Female    Regular          1
## 113         627        162           456 Female         No          1
## 114         687        179           456 Female Occasional          1
## 115         779        131           449 Female         No          3
## 116         326         86           406 Female         No          1
## 117         815        225           519 Female Occasional          1
## 118         963        249           464 Female    Regular          2
## 119        1845        254           523 Female    Regular          2
## 120        1101        189           588 Female    Regular          1
## 121         950        108           564 Female    Regular          1
## 122         159        121           927 Female    Regular          3
## 123        2263        238           953   Male    Regular          2
## 124        1328        127           516   Male         No          3
## 125         427        141           669 Female Occasional          1
## 126         651        427           572 Female         No          1
## 127         728        305           727 Female Occasional          1
## 128         605         74           544 Female         No          1
## 129         453        156           917 Female    Regular          2
## 130        1374        168           586 Female Occasional          1
## 131         555        116           516 Female         No          1
## 132         386        290           404 Female    Regular          2
## 133         966        304           709   Male         No          1
## 134         947        198           429 Female         No          3
## 135         426        253           629   Male    Regular          1
## 136         688        148          1139 Female    Regular          1
## 137        1048        492           466 Female Occasional          2
## 138         684        156           372 Female    Regular          1
## 139         797         27           558 Female    Regular          2
## 140         926         52           476   Male         No          2
## 141         417        210           418 Female         No          1
## 142         208         83           564 Female         No          1
## 143        1335        182           431 Female    Regular          1
## 144         307         40           485 Female         No          3
## 145         735         69           733   Male         No          2
## 146         441        172           402 Female         No          1
## 147         783        253           760 Female         No          1
## 148         366        435           659 Female         No          2
## 149         790        429           599 Female    Regular          1
## 150         441        326           495 Female         No          1
## 151         432         75           436 Female Occasional          1
## 152        2104        121           416 Female    Regular          1
## 153        1595        292           701 Female Occasional          1
## 154         689        207           553 Female Occasional          1
## 155         795        118           652 Female Occasional          1
## 156         675        108           621   Male         No          1
## 157        1015        385           617 Female    Regular          2
## 158        1340        408           784 Female    Regular          1
## 159         859         97           352 Female    Regular          1
## 160         868        118           677 Female         No          1
## 161         145         60           520 Female    Regular          2
## 162         554        357           474 Female Occasional          2
## 163         858        858           643 Female    Regular          2
## 164         746        104           400 Female    Regular          1
## 165        1284        219           627 Female    Regular          2
## 166         649        296           701 Female    Regular          1
## 167         270        164           566 Female Occasional          3
## 168         751        487           453 Female    Regular          1
## 169         437         70           428 Female         No          2
## 170        1224         43           434 Female         No          2
## 171        6901        274           592 Female         No          1
## 172         982        231           413 Female Occasional          2
## 173         864        346           849 Female    Regular          2
## 174         329        181           727 Female         No          2
## 175         244        116           700 Female         No          2
## 176         465        391           499 Female    Regular          2
## 177         629         85           853   Male         No          2
## 178         706        800           532 Female    Regular          2
## 179         887        286           561 Female    Regular          1
## 180         239         87           378 Female         No          3
## 181        2118         74           419 Female Occasional          3
## 182         222        460           694 Female    Regular          1
## 183         532        154           437 Female Occasional          1
## 184         454        206           657 Female         No          1
## 185         845         19           396 Female    Regular          2
## 186         486        168           569 Female Occasional          3
## 187         160        108           493 Female    Regular          1
## 188         661        274           344 Female    Regular          1
## 189         666        120           620 Female Occasional          2
## 190         482         53           277 Female Occasional          1
## 191        1816        105           464 Female Occasional          1
## 192         309        159           542 Female         No          1
## 193         455         83           824 Female         No          1
## 194        1196        425           602 Female    Regular          1
## 195         451         99           670 Female         No          3
## 196         294        159           569 Female    Regular          1
## 197         699        111           443 Female         No          2
## 198         632        316           399 Female    Regular          1
## 199        1574        105           489 Female Occasional          2
## 200         523        317           491 Female    Regular          1
## 201         227        372          1443 Female Occasional          2
## 202         311        116           602 Female    Regular          3
## 203         757        229           748 Female Occasional          1
## 204         498         51           602 Female Occasional          1
## 205         390        286           502 Female    Regular          1
## 206         349        110           527 Female Occasional          1
## 207        1616        143           470 Female Occasional          2
## 208         295       1212           566 Female    Regular          2
## 209         824        174           491 Female    Regular          1
## 210         215         86           663 Female    Regular          1
## 211        1178        132           526 Female    Regular          1
## 212        2167         58           556 Female Occasional          2
## 213         741         77           394 Female    Regular          2
## 214        1340        237           737 Female    Regular          1
## 215         141         41           573 Female    Regular          3
## 216         604        103           713 Female    Regular          1
## 217         701        193           777 Female Occasional          3
## 218         730        153           437 Female         No          1
## 219         642       1391           609 Female    Regular          1
## 220         522         89           481 Female         No          3
## 221         509         84           471 Female    Regular          1
## 222         322         36           296 Female    Regular          3
## 223        1404        494           499 Female         No          1
## 224         898         78           559 Female    Regular          1
## 225         453        102           701 Female         No          1
## 226         399         50           332 Female         No          1
## 227         577        211           388 Female         No          3
## 228         978        159           879 Female    Regular          1
## 229         481         89           323 Female         No          2
## 230         840        108           625 Female         No          1
## 231        1119        188           614 Female    Regular          1
## 232        1450         75           525 Female         No          1
## 233        1307         14           432 Female Occasional          1
## 234        1026        165           734 Female    Regular          2
## 235         707        143           364 Female Occasional          1
## 236        1050        241           387 Female    Regular          1
## 237         638         97           709   Male         No          2
## 238         538         76           561 Female         No          2
## 239         417        169           418 Female         No          3
## 240        1052        222           413 Female Occasional          1
## 241         728         82           506 Female Occasional          2
## 242        1169        324           628 Female    Regular          1
## 243          79        146           578 Female         No          1
## 244        1478        126           486 Female Occasional          3
## 245        1113        293           875   Male         No          1
## 246         859        183           817 Female    Regular          2
## 247        1210        170           647 Female    Regular          1
## 248         403        129           820 Female Occasional          1
## 249         601        129           557 Female Occasional          1
## 250        1529         92           520 Female         No          1
## 251          30         44           521 Female         No          1
## 252         378         51           498 Female         No          2
## 253         816        103           436 Female         No          2
## 254         854        101           291 Female Occasional          2
## 255         964        372           293 Female    Regular          2
## 256         632         78           600 Female Occasional          1
## 257        3061          0           254 Female    Regular          1
## 258        1104         84           644 Female    Regular          1
## 259         822        161           636 Female         No          2
## 260        1125        331           684 Female    Regular          1
## 261         505        366           535 Female         No          1
## 262         608        990           584 Female Occasional          2
## 263         916       1010           473 Female    Regular          1
## 264         106        236           647 Female Occasional          1
## 265         319        175           880 Female Occasional          2
## 266        1176         67           376 Female         No          1
## 267         991        129           864 Female    Regular          1
## 268         476        317           589 Female         No          1
## 269        1558        168           510 Female Occasional          1
## 270         668        613           770 Female    Regular          2
## 271         657        274           543 Female    Regular          1
## 272         937         94           791 Female         No          3
## 273        1825        122           537 Female         No          2
## 274         766        232           516 Female         No          3
## 275        1250        167           466 Female    Regular          2
## 276         544         32           194   Male Occasional          1
## 277         594        128           759 Female         No          2
## 278        1485        151           823 Female         No          2
## 279         302        206           426 Female Occasional          1
## 280         682         75           403 Female         No          3
## 281         793        447           516 Female    Regular          1
## 282         444        339           560 Female Occasional          3
## 283         641         89           746 Female         No          2
## 284         658         39           368 Female         No          2
## 285         453         88           792 Female Occasional          1
## 286         466        114           719 Female Occasional          1
## 287         285         66           995 Female    Regular          1
## 288         909        407           725 Female Occasional          1
## 289        1529        105           366 Female Occasional          3
## 290         966        140          1102 Female         No          3
## 291         747        150           800 Female         No          2
## 292        1627         95           854 Female Occasional          2
## 293         962         74          1517 Female    Regular          1
## 294        1814        202           649 Female Occasional          1
## 295         443        133           710 Female         No          1
## 296         587         63          1193   Male    Regular          3
## 297         670         22           581 Female         No          2
## 298         125        151           721 Female Occasional          2
## 299         597        473           946 Female    Regular          1
## 300         806         58           794 Female         No          1
## 301         579         87           494 Female Occasional          2
## 302        1098        113           796 Female    Regular          3
## 303         445        117           738 Female         No          1
## 304         426        155           444 Female    Regular          2
## 305         416         41           669 Female Occasional          3
## 306         294         73           836 Female    Regular          2
## 307         422        113           986 Female Occasional          1
## 308        1257        100           926 Female Occasional          3
## 309         634        265           986 Female Occasional          2
## 310        1027        144           752 Female Occasional          2
## 311        1261        164           216 Female         No          2
## 312         465         80           328 Female    Regular          1
## 313         520        300           502 Female    Regular          1
## 314         644        121           684 Female    Regular          2
## 315         554        233           826 Female    Regular          1
##     VitaminUseNum VitaminUseNum2 vitReg vitOcc vitNo vitReg1 vitOcc1 AlcoholNum
## 1               1              3      1      0     0       1       0          0
## 2               1              3      1      0     0       1       0          0
## 3               2              2      0      1     0       0       1          2
## 4               3              1      0      0     1      -1      -1          1
## 5               1              3      1      0     0       1       0          0
## 6               3              1      0      0     1      -1      -1          1
## 7               2              2      0      1     0       0       1          0
## 8               1              3      1      0     0       1       0          0
## 9               3              1      0      0     1      -1      -1          1
## 10              3              1      0      0     1      -1      -1          0
## 11              1              3      1      0     0       1       0          1
## 12              2              2      0      1     0       0       1          0
## 13              3              1      0      0     1      -1      -1          1
## 14              1              3      1      0     0       1       0          0
## 15              3              1      0      0     1      -1      -1          0
## 16              3              1      0      0     1      -1      -1          2
## 17              1              3      1      0     0       1       0          2
## 18              1              3      1      0     0       1       0          1
## 19              3              1      0      0     1      -1      -1          0
## 20              3              1      0      0     1      -1      -1          1
## 21              3              1      0      0     1      -1      -1          1
## 22              3              1      0      0     1      -1      -1          1
## 23              3              1      0      0     1      -1      -1          2
## 24              2              2      0      1     0       0       1          1
## 25              1              3      1      0     0       1       0          1
## 26              1              3      1      0     0       1       0          1
## 27              2              2      0      1     0       0       1          0
## 28              1              3      1      0     0       1       0          0
## 29              3              1      0      0     1      -1      -1          0
## 30              3              1      0      0     1      -1      -1          1
## 31              3              1      0      0     1      -1      -1          0
## 32              2              2      0      1     0       0       1          1
## 33              3              1      0      0     1      -1      -1          1
## 34              3              1      0      0     1      -1      -1          1
## 35              2              2      0      1     0       0       1          1
## 36              1              3      1      0     0       1       0          0
## 37              2              2      0      1     0       0       1          1
## 38              3              1      0      0     1      -1      -1          1
## 39              1              3      1      0     0       1       0          0
## 40              1              3      1      0     0       1       0          1
## 41              3              1      0      0     1      -1      -1          0
## 42              3              1      0      0     1      -1      -1          1
## 43              2              2      0      1     0       0       1          1
## 44              2              2      0      1     0       0       1          1
## 45              2              2      0      1     0       0       1          1
## 46              1              3      1      0     0       1       0          1
## 47              1              3      1      0     0       1       0          0
## 48              3              1      0      0     1      -1      -1          1
## 49              1              3      1      0     0       1       0          0
## 50              3              1      0      0     1      -1      -1          2
## 51              3              1      0      0     1      -1      -1          1
## 52              1              3      1      0     0       1       0          1
## 53              2              2      0      1     0       0       1          1
## 54              3              1      0      0     1      -1      -1          2
## 55              1              3      1      0     0       1       0          0
## 56              1              3      1      0     0       1       0          1
## 57              2              2      0      1     0       0       1          1
## 58              1              3      1      0     0       1       0          1
## 59              2              2      0      1     0       0       1          1
## 60              2              2      0      1     0       0       1          1
## 61              1              3      1      0     0       1       0          0
## 62              3              1      0      0     1      -1      -1          2
## 63              1              3      1      0     0       1       0          1
## 64              1              3      1      0     0       1       0          1
## 65              1              3      1      0     0       1       0          0
## 66              3              1      0      0     1      -1      -1          1
## 67              3              1      0      0     1      -1      -1          0
## 68              2              2      0      1     0       0       1          1
## 69              3              1      0      0     1      -1      -1          1
## 70              3              1      0      0     1      -1      -1          1
## 71              2              2      0      1     0       0       1          1
## 72              2              2      0      1     0       0       1          0
## 73              1              3      1      0     0       1       0          1
## 74              3              1      0      0     1      -1      -1          1
## 75              1              3      1      0     0       1       0          2
## 76              3              1      0      0     1      -1      -1          1
## 77              1              3      1      0     0       1       0          1
## 78              3              1      0      0     1      -1      -1          2
## 79              2              2      0      1     0       0       1          1
## 80              1              3      1      0     0       1       0          2
## 81              3              1      0      0     1      -1      -1          0
## 82              1              3      1      0     0       1       0          1
## 83              1              3      1      0     0       1       0          1
## 84              1              3      1      0     0       1       0          0
## 85              1              3      1      0     0       1       0          1
## 86              1              3      1      0     0       1       0          0
## 87              3              1      0      0     1      -1      -1          1
## 88              3              1      0      0     1      -1      -1          1
## 89              3              1      0      0     1      -1      -1          0
## 90              1              3      1      0     0       1       0          0
## 91              1              3      1      0     0       1       0          1
## 92              3              1      0      0     1      -1      -1          1
## 93              1              3      1      0     0       1       0          1
## 94              1              3      1      0     0       1       0          0
## 95              1              3      1      0     0       1       0          2
## 96              2              2      0      1     0       0       1          1
## 97              1              3      1      0     0       1       0          1
## 98              1              3      1      0     0       1       0          1
## 99              3              1      0      0     1      -1      -1          2
## 100             3              1      0      0     1      -1      -1          0
## 101             1              3      1      0     0       1       0          0
## 102             2              2      0      1     0       0       1          1
## 103             3              1      0      0     1      -1      -1          0
## 104             2              2      0      1     0       0       1          1
## 105             2              2      0      1     0       0       1          0
## 106             3              1      0      0     1      -1      -1          1
## 107             2              2      0      1     0       0       1          1
## 108             2              2      0      1     0       0       1          1
## 109             3              1      0      0     1      -1      -1          0
## 110             2              2      0      1     0       0       1          1
## 111             1              3      1      0     0       1       0          0
## 112             1              3      1      0     0       1       0          1
## 113             3              1      0      0     1      -1      -1          1
## 114             2              2      0      1     0       0       1          0
## 115             3              1      0      0     1      -1      -1          0
## 116             3              1      0      0     1      -1      -1          0
## 117             2              2      0      1     0       0       1          1
## 118             1              3      1      0     0       1       0          0
## 119             1              3      1      0     0       1       0          1
## 120             1              3      1      0     0       1       0          0
## 121             1              3      1      0     0       1       0          0
## 122             1              3      1      0     0       1       0          1
## 123             1              3      1      0     0       1       0          1
## 124             3              1      0      0     1      -1      -1          0
## 125             2              2      0      1     0       0       1          1
## 126             3              1      0      0     1      -1      -1          1
## 127             2              2      0      1     0       0       1          1
## 128             3              1      0      0     1      -1      -1          1
## 129             1              3      1      0     0       1       0          0
## 130             2              2      0      1     0       0       1          1
## 131             3              1      0      0     1      -1      -1          1
## 132             1              3      1      0     0       1       0          0
## 133             3              1      0      0     1      -1      -1          0
## 134             3              1      0      0     1      -1      -1          1
## 135             1              3      1      0     0       1       0          0
## 136             1              3      1      0     0       1       0          1
## 137             2              2      0      1     0       0       1          0
## 138             1              3      1      0     0       1       0          0
## 139             1              3      1      0     0       1       0          0
## 140             3              1      0      0     1      -1      -1          2
## 141             3              1      0      0     1      -1      -1          1
## 142             3              1      0      0     1      -1      -1          0
## 143             1              3      1      0     0       1       0          1
## 144             3              1      0      0     1      -1      -1          0
## 145             3              1      0      0     1      -1      -1          2
## 146             3              1      0      0     1      -1      -1          0
## 147             3              1      0      0     1      -1      -1          1
## 148             3              1      0      0     1      -1      -1          1
## 149             1              3      1      0     0       1       0          1
## 150             3              1      0      0     1      -1      -1          1
## 151             2              2      0      1     0       0       1          1
## 152             1              3      1      0     0       1       0          1
## 153             2              2      0      1     0       0       1          0
## 154             2              2      0      1     0       0       1          0
## 155             2              2      0      1     0       0       1          1
## 156             3              1      0      0     1      -1      -1          0
## 157             1              3      1      0     0       1       0          0
## 158             1              3      1      0     0       1       0          0
## 159             1              3      1      0     0       1       0          0
## 160             3              1      0      0     1      -1      -1          0
## 161             1              3      1      0     0       1       0          1
## 162             2              2      0      1     0       0       1          2
## 163             1              3      1      0     0       1       0          0
## 164             1              3      1      0     0       1       0          1
## 165             1              3      1      0     0       1       0          1
## 166             1              3      1      0     0       1       0          1
## 167             2              2      0      1     0       0       1          1
## 168             1              3      1      0     0       1       0          1
## 169             3              1      0      0     1      -1      -1          1
## 170             3              1      0      0     1      -1      -1          1
## 171             3              1      0      0     1      -1      -1          1
## 172             2              2      0      1     0       0       1          0
## 173             1              3      1      0     0       1       0          1
## 174             3              1      0      0     1      -1      -1          2
## 175             3              1      0      0     1      -1      -1          1
## 176             1              3      1      0     0       1       0          1
## 177             3              1      0      0     1      -1      -1          1
## 178             1              3      1      0     0       1       0          1
## 179             1              3      1      0     0       1       0          1
## 180             3              1      0      0     1      -1      -1          0
## 181             2              2      0      1     0       0       1          1
## 182             1              3      1      0     0       1       0          0
## 183             2              2      0      1     0       0       1          1
## 184             3              1      0      0     1      -1      -1          1
## 185             1              3      1      0     0       1       0          0
## 186             2              2      0      1     0       0       1          0
## 187             1              3      1      0     0       1       0          0
## 188             1              3      1      0     0       1       0          1
## 189             2              2      0      1     0       0       1          1
## 190             2              2      0      1     0       0       1          0
## 191             2              2      0      1     0       0       1          0
## 192             3              1      0      0     1      -1      -1          1
## 193             3              1      0      0     1      -1      -1          1
## 194             1              3      1      0     0       1       0          1
## 195             3              1      0      0     1      -1      -1          1
## 196             1              3      1      0     0       1       0          1
## 197             3              1      0      0     1      -1      -1          1
## 198             1              3      1      0     0       1       0          1
## 199             2              2      0      1     0       0       1          1
## 200             1              3      1      0     0       1       0          0
## 201             2              2      0      1     0       0       1          2
## 202             1              3      1      0     0       1       0          1
## 203             2              2      0      1     0       0       1          0
## 204             2              2      0      1     0       0       1          0
## 205             1              3      1      0     0       1       0          0
## 206             2              2      0      1     0       0       1          1
## 207             2              2      0      1     0       0       1          0
## 208             1              3      1      0     0       1       0          2
## 209             1              3      1      0     0       1       0          1
## 210             1              3      1      0     0       1       0          0
## 211             1              3      1      0     0       1       0          1
## 212             2              2      0      1     0       0       1          1
## 213             1              3      1      0     0       1       0          0
## 214             1              3      1      0     0       1       0          1
## 215             1              3      1      0     0       1       0          0
## 216             1              3      1      0     0       1       0          0
## 217             2              2      0      1     0       0       1          1
## 218             3              1      0      0     1      -1      -1          1
## 219             1              3      1      0     0       1       0          1
## 220             3              1      0      0     1      -1      -1          0
## 221             1              3      1      0     0       1       0          1
## 222             1              3      1      0     0       1       0          0
## 223             3              1      0      0     1      -1      -1          0
## 224             1              3      1      0     0       1       0          1
## 225             3              1      0      0     1      -1      -1          1
## 226             3              1      0      0     1      -1      -1          0
## 227             3              1      0      0     1      -1      -1          1
## 228             1              3      1      0     0       1       0          1
## 229             3              1      0      0     1      -1      -1          1
## 230             3              1      0      0     1      -1      -1          0
## 231             1              3      1      0     0       1       0          0
## 232             3              1      0      0     1      -1      -1          0
## 233             2              2      0      1     0       0       1          0
## 234             1              3      1      0     0       1       0          0
## 235             2              2      0      1     0       0       1          1
## 236             1              3      1      0     0       1       0          0
## 237             3              1      0      0     1      -1      -1          1
## 238             3              1      0      0     1      -1      -1          1
## 239             3              1      0      0     1      -1      -1          0
## 240             2              2      0      1     0       0       1          1
## 241             2              2      0      1     0       0       1          1
## 242             1              3      1      0     0       1       0          1
## 243             3              1      0      0     1      -1      -1          1
## 244             2              2      0      1     0       0       1          0
## 245             3              1      0      0     1      -1      -1          0
## 246             1              3      1      0     0       1       0          0
## 247             1              3      1      0     0       1       0          0
## 248             2              2      0      1     0       0       1          1
## 249             2              2      0      1     0       0       1          1
## 250             3              1      0      0     1      -1      -1          1
## 251             3              1      0      0     1      -1      -1          2
## 252             3              1      0      0     1      -1      -1          1
## 253             3              1      0      0     1      -1      -1          1
## 254             2              2      0      1     0       0       1          0
## 255             1              3      1      0     0       1       0          1
## 256             2              2      0      1     0       0       1          2
## 257             1              3      1      0     0       1       0          0
## 258             1              3      1      0     0       1       0          1
## 259             3              1      0      0     1      -1      -1          1
## 260             1              3      1      0     0       1       0          1
## 261             3              1      0      0     1      -1      -1          1
## 262             2              2      0      1     0       0       1          1
## 263             1              3      1      0     0       1       0          1
## 264             2              2      0      1     0       0       1          0
## 265             2              2      0      1     0       0       1          1
## 266             3              1      0      0     1      -1      -1          1
## 267             1              3      1      0     0       1       0          1
## 268             3              1      0      0     1      -1      -1          0
## 269             2              2      0      1     0       0       1          1
## 270             1              3      1      0     0       1       0          1
## 271             1              3      1      0     0       1       0          0
## 272             3              1      0      0     1      -1      -1          1
## 273             3              1      0      0     1      -1      -1          2
## 274             3              1      0      0     1      -1      -1          1
## 275             1              3      1      0     0       1       0          1
## 276             2              2      0      1     0       0       1          0
## 277             3              1      0      0     1      -1      -1          1
## 278             3              1      0      0     1      -1      -1          1
## 279             2              2      0      1     0       0       1          1
## 280             3              1      0      0     1      -1      -1          1
## 281             1              3      1      0     0       1       0          1
## 282             2              2      0      1     0       0       1          0
## 283             3              1      0      0     1      -1      -1          2
## 284             3              1      0      0     1      -1      -1          0
## 285             2              2      0      1     0       0       1          1
## 286             2              2      0      1     0       0       1          0
## 287             1              3      1      0     0       1       0          0
## 288             2              2      0      1     0       0       1          0
## 289             2              2      0      1     0       0       1          0
## 290             3              1      0      0     1      -1      -1          1
## 291             3              1      0      0     1      -1      -1          0
## 292             2              2      0      1     0       0       1          1
## 293             1              3      1      0     0       1       0          0
## 294             2              2      0      1     0       0       1          1
## 295             3              1      0      0     1      -1      -1          1
## 296             1              3      1      0     0       1       0          2
## 297             3              1      0      0     1      -1      -1          1
## 298             2              2      0      1     0       0       1          2
## 299             1              3      1      0     0       1       0          1
## 300             3              1      0      0     1      -1      -1          0
## 301             2              2      0      1     0       0       1          1
## 302             1              3      1      0     0       1       0          1
## 303             3              1      0      0     1      -1      -1          0
## 304             1              3      1      0     0       1       0          1
## 305             2              2      0      1     0       0       1          2
## 306             1              3      1      0     0       1       0          0
## 307             2              2      0      1     0       0       1          0
## 308             2              2      0      1     0       0       1          2
## 309             2              2      0      1     0       0       1          1
## 310             2              2      0      1     0       0       1          1
## 311             3              1      0      0     1      -1      -1          1
## 312             1              3      1      0     0       1       0          1
## 313             1              3      1      0     0       1       0          1
## 314             1              3      1      0     0       1       0          1
## 315             1              3      1      0     0       1       0          1
##     AlcoholNumHi AlcoholNumMid
## 1             -1            -1
## 2             -1            -1
## 3              1             0
## 4              0             1
## 5             -1            -1
## 6              0             1
## 7             -1            -1
## 8             -1            -1
## 9              0             1
## 10            -1            -1
## 11             0             1
## 12            -1            -1
## 13             0             1
## 14            -1            -1
## 15            -1            -1
## 16             1             0
## 17             1             0
## 18             0             1
## 19            -1            -1
## 20             0             1
## 21             0             1
## 22             0             1
## 23             1             0
## 24             0             1
## 25             0             1
## 26             0             1
## 27            -1            -1
## 28            -1            -1
## 29            -1            -1
## 30             0             1
## 31            -1            -1
## 32             0             1
## 33             0             1
## 34             0             1
## 35             0             1
## 36            -1            -1
## 37             0             1
## 38             0             1
## 39            -1            -1
## 40             0             1
## 41            -1            -1
## 42             0             1
## 43             0             1
## 44             0             1
## 45             0             1
## 46             0             1
## 47            -1            -1
## 48             0             1
## 49            -1            -1
## 50             1             0
## 51             0             1
## 52             0             1
## 53             0             1
## 54             1             0
## 55            -1            -1
## 56             0             1
## 57             0             1
## 58             0             1
## 59             0             1
## 60             0             1
## 61            -1            -1
## 62             1             0
## 63             0             1
## 64             0             1
## 65            -1            -1
## 66             0             1
## 67            -1            -1
## 68             0             1
## 69             0             1
## 70             0             1
## 71             0             1
## 72            -1            -1
## 73             0             1
## 74             0             1
## 75             1             0
## 76             0             1
## 77             0             1
## 78             1             0
## 79             0             1
## 80             1             0
## 81            -1            -1
## 82             0             1
## 83             0             1
## 84            -1            -1
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## 86            -1            -1
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## 88             0             1
## 89            -1            -1
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## 95             1             0
## 96             0             1
## 97             0             1
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## 100           -1            -1
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## 105           -1            -1
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## 114           -1            -1
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## 120           -1            -1
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## 124           -1            -1
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## 137           -1            -1
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## 142           -1            -1
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## 146           -1            -1
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## 152            0             1
## 153           -1            -1
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## 156           -1            -1
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## 164            0             1
## 165            0             1
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## 172           -1            -1
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## 174            1             0
## 175            0             1
## 176            0             1
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## 178            0             1
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## 180           -1            -1
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## 182           -1            -1
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## 185           -1            -1
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## 193            0             1
## 194            0             1
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## 207           -1            -1
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## 220           -1            -1
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## 222           -1            -1
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## 226           -1            -1
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## 230           -1            -1
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## 235            0             1
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## 244           -1            -1
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## 264           -1            -1
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## 268           -1            -1
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mydata$regHi=mydata$vitReg1*mydata$AlcoholNumHi
mydata$regMid=mydata$vitReg1*mydata$AlcoholNumMid
mydata$occHi=mydata$vitOcc1*mydata$AlcoholNumHi
mydata$occMid=mydata$vitOcc1*mydata$AlcoholNumMid
mydata
##      ID Age Smoke Quetelet Calories   Fat Fiber Alcohol Cholesterol BetaDiet
## 1     1  64    No  21.4838   1298.8  57.0   6.3     0.0       170.3     1945
## 2     2  76    No  23.8763   1032.5  50.1  15.8     0.0        75.8     2653
## 3     3  38    No  20.0108   2372.3  83.6  19.1    14.1       257.9     6321
## 4     4  40    No  25.1406   2449.5  97.5  26.5     0.5       332.6     1061
## 5     5  72    No  20.9850   1952.1  82.6  16.2     0.0       170.8     2863
## 6     6  40    No  27.5214   1366.9  56.0   9.6     1.3       154.6     1729
## 7     7  65    No  22.0115   2213.9  52.0  28.7     0.0       255.1     5371
## 8     8  58    No  28.7570   1595.6  63.4  10.9     0.0       214.1      823
## 9     9  35    No  23.0766   1800.5  57.8  20.3     0.6       233.6     2895
## 10   10  55    No  34.9699   1263.6  39.6  15.5     0.0       171.9     3307
## 11   11  66    No  20.9465   1460.8  58.0  18.2     1.0       137.4     1714
## 12   12  40    No  36.4316   1638.2  49.3  14.9     0.0       130.7     2031
## 13   13  57    No  31.7304   2072.9 106.7   9.6     0.9       420.0     1982
## 14   14  66    No  21.7885    987.5  35.6  10.3     0.0       254.9     2120
## 15   15  66    No  27.3192   1574.3  75.0   7.1     0.0       361.5     1388
## 16   16  64    No  31.4467   2868.5 128.8  15.0    20.0       379.5     3888
## 17   17  62    No  25.9025   1751.1  80.7   8.4    14.1       160.3     2194
## 18   18  75    No  29.1526   1407.6  35.0  20.8     7.0       144.1     3470
## 19   19  68    No  38.1873   1628.5  78.6  11.6     0.0       512.3     2108
## 20   20  57    No  25.8967   1101.4  48.5   8.5     5.0       197.2     1157
## 21   21  56    No  24.4588   2433.6 127.6  19.9     7.1       271.2     1739
## 22   22  30    No  22.7212   1437.3  61.5   8.8     2.3       160.9     1008
## 23   23  34    No  24.0812   2062.7  81.1  13.6    18.0       190.5      606
## 24   24  53    No  23.1598   1276.5  50.1   9.0     4.7       143.5     1380
## 25   25  60    No  49.1203   2114.8  77.6  14.9     0.5       239.9     4916
## 26   26  50    No  23.0766   1113.0  32.8  12.9     3.0       104.8     4451
## 27   27  62    No  33.7244   1323.0  60.8  11.4     0.0       155.8     5983
## 28   28  61    No  25.1827   2837.3  84.2  33.8     0.0       192.1     2413
## 29   29  65    No  28.9498   2055.9 111.8  15.9     0.0       226.5     3087
## 30   30  71    No  24.6800   1285.8  55.4  10.6     2.0       353.4      521
## 31   31  43    No  28.4015   1786.9  93.9  10.6     0.0       247.0     2431
## 32   32  33    No  20.5696   3144.8 155.0  17.6     4.1       308.8     3141
## 33   33  74   Yes  16.3311   1241.0  53.1  10.8     0.1       206.1     1668
## 34   34  41    No  21.0312   2419.3 122.7  16.2     0.3       325.2     4366
## 35   35  56    No  22.6438   2712.7 145.3  13.4     8.0       242.6      494
## 36   36  44   Yes  25.8787   1810.0  95.3  17.5     0.0       253.1     7026
## 37   37  37    No  35.3601   1778.1  75.9  10.8     0.5       332.6     1529
## 38   38  37    No  25.9400   1147.9  47.6   7.3     0.1       117.0      241
## 39   39  39   Yes  21.9991   1951.4 109.1   4.7     0.0       461.1      998
## 40   40  37    No  22.5121   2035.5  65.7  22.1     0.7       205.3     6082
## 41   41  53    No  27.4927   1248.6  56.9   8.2     0.0       223.2     2741
## 42   42  66    No  27.4961   3184.8 199.0  16.8     0.2       362.6     2100
## 43   43  58    No  24.1797   1538.1  78.7  14.2     0.9       231.2     2359
## 44   44  31   Yes  23.3459   1456.5  56.6   8.5     1.0       182.7      603
## 45   45  49    No  21.6784   1656.3  59.5  13.3     0.1       180.3     1625
## 46   46  75    No  21.3291   1396.8  53.3  13.2     3.2        99.3     2888
## 47   47  62    No  33.7442   1588.1  88.9   7.4     0.0       362.6     1099
## 48   48  56    No  32.0748   1566.5  95.2   6.5     7.2       408.0     2103
## 49   49  69    No  31.6684    827.9  32.8   8.7     0.0        79.8     2260
## 50   50  50   Yes  25.1119   2340.4 110.4  11.3    14.0       260.7      452
## 51   51  50    No  20.4034   1902.9  72.9  35.4     7.3       175.6     3549
## 52   52  72    No  39.2229   1111.9  47.2  10.2     0.2        69.4     2204
## 53   53  60    No  19.9326   1333.8  37.1  16.9     6.5        84.0     4964
## 54   54  55    No  21.6362   1896.1  82.2   9.3    10.0       296.8     1052
## 55   55  43    No  29.0047   1472.7  61.8  12.2     0.0       216.3     3572
## 56   56  29    No  18.8340   2237.4  77.6  22.6     0.7       180.6     2902
## 57   57  44   Yes  29.1135   1446.2  63.2   9.5     3.2       208.8     1788
## 58   58  48    No  32.3483   2908.5 139.1  16.4     0.2       511.6     5111
## 59   59  38    No  23.8573   2190.7  96.9  17.7     1.3       192.1     1378
## 60   60  33    No  19.4090   1878.2  81.6   9.6     4.9       265.8     1431
## 61   61  56    No  16.6367   1436.8  57.2   9.4     0.0       183.3     1727
## 62   62  65   Yes  23.3762   6662.2 164.3  11.3   203.0       603.0     2893
## 63   63  48    No  30.2950   2893.3 125.8  18.8     1.7       256.7     2524
## 64   64  66    No  22.5743   1902.4  76.7  17.7     3.1       216.7     2533
## 65   65  78    No  26.3675   1531.6  69.5   5.4     0.0       168.0      982
## 66   66  65    No  23.5424   1220.7  34.6  16.5     5.6       152.8     1535
## 67   67  72    No  22.0119   1247.7  46.8  10.2     0.0       347.9      326
## 68   68  31   Yes  21.0778   1631.5  75.2   8.5     0.7       277.1     1487
## 69   69  74    No  25.7393    818.1  34.3   6.6     3.7        55.4     1114
## 70   70  61    No  25.1827   1570.1  58.7  19.3     2.0       158.3     1080
## 71   71  83    No  25.2068   1331.2  50.6   7.7     0.3       380.7     2492
## 72   72  46    No  30.7096   2052.4 120.4  10.2     0.0       195.2     1349
## 73   73  62    No  23.9217   1823.0  80.3  17.4     6.2       256.8     6948
## 74   74  56   Yes  20.6410   1743.8  85.3  13.2     7.2       349.6     1086
## 75   75  33    No  26.6369   3457.2 166.0  17.5    10.5       452.8     2629
## 76   76  45    No  22.3611   1126.7  20.4  12.5     7.2        71.8     1307
## 77   77  41    No  23.0939   3258.3 101.2  26.2     0.5       341.7     1306
## 78   78  73    No  24.6800   2833.7 119.9  14.6    18.2       365.0     3465
## 79   79  31    No  21.3314   2264.3 105.5  13.4     3.2       396.5     1846
## 80   80  50    No  25.1199   2026.0  85.5  11.2    21.0       268.2     1334
## 81   81  65    No  28.4020   1747.6  83.6  10.9     0.0       244.8     4848
## 82   82  35   Yes  21.8340   1575.5  53.9   7.0     1.0       216.2     1734
## 83   83  42    No  29.0357   1785.4  94.1  10.0     0.7       288.0     1120
## 84   84  19    No  29.2415   2558.9 116.1  12.3     0.0       324.5     1498
## 85   85  37    No  19.9861    839.0  29.2   4.7     6.4        66.5      330
## 86   86  44    No  24.0812   2391.3  95.4  20.6     0.0       283.3     5909
## 87   87  36    No  23.3459   1887.4 110.2   6.0     0.1       211.7     3326
## 88   88  53   Yes  25.1406   2798.2 125.9  17.7     7.0       239.0     2110
## 89   89  69   Yes  27.2289   2654.9 126.0  23.3     0.0       248.0     2719
## 90   90  74    No  27.9862   1202.0  46.6  11.4     0.0        59.2     2309
## 91   91  70    No  22.5331   1235.9  51.1   9.6     3.0       142.0     1153
## 92   92  56    No  26.3173   2225.1 111.5  10.4     6.8       283.7     1432
## 93   93  77    No  27.7905    866.9  31.0   9.8     0.2        59.7     2493
## 94   94  73    No  24.4172   1666.8  76.5  13.3     0.0       747.5     3054
## 95   95  43    No  23.0381   3711.0 202.7  14.9    18.0       469.2     1861
## 96   96  41    No  23.6169   1055.0  33.2  12.9     0.9       220.0     4268
## 97   97  22    No  27.0053   2733.0 123.8   5.1     0.3       440.3     1652
## 98   98  44    No  23.4605   1660.1  80.3  13.6     0.1        89.0     1802
## 99   99  51    No  25.1571   1952.7  63.8  17.9    11.0       201.3     2308
## 100 100  46   Yes  35.2597   2667.5 131.6  10.1     0.0       550.5     1210
## 101 101  25   Yes  20.6410   1517.4  59.1   5.9     0.0       127.6      214
## 102 102  69    No  23.0056   1711.4  98.2  10.8     0.3       332.4     1370
## 103 103  69    No  25.2317   1756.4  82.3   8.8     0.0       500.3     2354
## 104 104  58    No  27.3369   2186.2  99.3  14.9     0.2       263.8     2446
## 105 105  77    No  25.8813   2075.2  75.6  21.4     0.0       228.8     3473
## 106 106  67    No  24.7353   2021.2  94.8  13.3     8.0       417.6     3359
## 107 107  37    No  29.3256   1653.2  77.3  12.5     1.0       162.6     1062
## 108 108  47    No  21.1882   1076.6  33.4  22.5     4.1       138.8     1489
## 109 109  60   Yes  19.6773   1506.7  76.3  14.6     0.0       239.2     3982
## 110 110  49    No  25.0700   1511.7  54.4  16.1     4.2       200.5     1656
## 111 111  83    No  25.5977   1933.6  98.8  11.1     0.0       224.7      768
## 112 112  56    No  22.0119   1830.0  52.8  13.8     8.5       689.4     1496
## 113 113  39    No  30.2913   1256.7  43.7   5.3     0.3       133.6      683
## 114 114  41    No  41.8559   1823.7  54.7  14.6     0.0       188.0      885
## 115 115  37   Yes  28.3357   1902.8  81.7   8.2     0.0       178.6     1662
## 116 116  66    No  26.5081    958.5  37.7   8.3     0.0       108.6     1552
## 117 117  55    No  21.0778   2328.3 112.6  13.9     2.9       281.9     2144
## 118 118  49    No  39.4650   1574.0  74.6  14.1     0.0       440.6     3567
## 119 119  31    No  18.9836   1646.2  52.2  13.2     5.0       174.9     1423
## 120 120  64    No  18.8783   1828.0  63.4  14.7     0.0        87.9     1293
## 121 121  57    No  23.2212   1288.7  63.2  10.6     0.0       200.2     2111
## 122 122  42   Yes  26.8491   1084.3  25.2  21.8     1.0       105.7     2874
## 123 123  40    No  25.8813   2431.9  93.7  17.8     0.1       364.6     1699
## 124 124  73   Yes  19.4090   2453.5 118.5  10.3     0.0       516.5      954
## 125 125  37    No  19.5708   1645.7  76.0   6.6     4.0       225.9     1368
## 126 126  43    No  20.2970   2075.9  96.5  17.3     7.0       271.8     3318
## 127 127  66    No  26.4205   1563.7  73.3  12.0     1.1       300.9     2247
## 128 128  26    No  20.3795   1663.3  64.6   7.6     2.0       124.7      910
## 129 129  45    No  29.2415   1601.4  93.9   8.8     0.0       255.8     1171
## 130 130  74    No  30.2950   1718.9  57.9  15.0     1.2       272.7     2077
## 131 131  49    No  21.4790   1010.6  29.4   9.1     6.2        98.8     1210
## 132 132  41    No  19.4090   1372.7  61.6   9.5     0.0       182.5     1826
## 133 133  74    No  27.3192   1837.0  76.9  13.6     0.0       383.6     2628
## 134 134  38   Yes  21.8451   1662.7  58.7  15.7     3.7       163.7      561
## 135 135  83    No  22.2224   1534.7  54.9  26.3     0.0        77.5     1893
## 136 136  70    No  28.0470   2005.8  89.5   8.5     0.1       121.2     1312
## 137 137  39    No  26.0943   1187.8  32.8  11.6     0.0       154.9     1913
## 138 138  65    No  21.5851   1446.2  56.8  10.8     0.0       127.9      924
## 139 139  72    No  21.0312    976.7  68.4   3.1     0.0        99.6      728
## 140 140  46    No  23.6773   2706.7 104.9  16.8    22.0       416.0     4387
## 141 141  46    No  30.0587   1546.0  73.6  10.3     7.0       284.8     1976
## 142 142  51    No  34.1851   1324.0  46.0  12.7     0.0       151.0     2422
## 143 143  39    No  24.0812   1368.9  61.6  14.4     6.7       314.9     1407
## 144 144  33   Yes  20.1613   3228.0 141.1  14.4     0.0       718.8     1301
## 145 145  49    No  31.7263   2825.8  97.8   7.5    35.0       374.3     1112
## 146 146  44    No  23.3932   1220.9  35.1  14.0     0.0        99.2     1052
## 147 147  69    No  24.2613   1174.7  47.4   9.9     0.1        89.9     1008
## 148 148  52    No  27.8335    828.2  52.3   6.1     1.2       141.1     1054
## 149 149  82    No  20.2177   1708.1  94.2  15.1     2.0       224.7     1484
## 150 150  46    No  23.4786   1182.9  60.2   5.2     0.2       164.5      657
## 151 151  25    No  22.7051    928.4  29.7   6.0     0.5       120.7      604
## 152 152  54    No  37.8687   4373.6 235.9  22.9     0.1       814.7     2912
## 153 153  70    No  25.7393   1387.7  55.2  11.2     0.0       114.0      869
## 154 154  35    No  18.4385   1555.6  72.8  11.5     0.0       174.1     1578
## 155 155  46    No  33.1948   1581.7  64.1  12.3     0.1       170.1     1210
## 156 156  70    No  29.5966   1397.4  60.5   9.2     0.0       228.5     1554
## 157 157  71    No  22.1532   1305.4  43.3  10.2     0.0        72.7     3445
## 158 158  59    No  26.8868   1249.6  24.2  14.7     0.0        97.2     3014
## 159 159  42    No  20.5412   2347.3 104.4  12.5     0.0       249.3     1666
## 160 160  46    No  39.4062   1207.1  42.8  11.6     0.0       155.1     1462
## 161 161  37    No  33.3723   1688.1  45.0  17.1     0.8       141.1     1272
## 162 162  39    No  21.9409   1719.3  49.7  18.4    11.0       164.6     5296
## 163 163  43    No  25.5828   2501.6 121.1  19.5     0.0       343.0     5605
## 164 164  23    No  20.1259   2219.1 120.9  13.1     2.0       415.8     2430
## 165 165  45    No  20.2398   1827.7  71.2  10.4     2.0       267.5     2375
## 166 166  63    No  23.9217   1282.3  26.4  13.6     0.1       100.6     3753
## 167 167  44   Yes  28.3486   1427.2  60.6   8.3     0.2       195.0      695
## 168 168  43    No  20.4034   2000.8  86.7  14.8     0.9       200.9     1649
## 169 169  33    No  27.8695   1622.4  71.5  12.9     1.0       214.8     2317
## 170 170  35    No  34.0818   3114.0 160.2  14.9     0.2       432.3     1702
## 171 171  50    No  23.0716   2012.0 112.9  14.3     6.5       456.9     1007
## 172 172  50    No  29.0157   2106.4  97.0  12.9     0.0       344.3     2308
## 173 173  59    No  25.5977   1546.6  72.9  15.1     0.7       192.8     4694
## 174 174  38    No  23.0766   1149.0  43.6   8.6    10.5       122.5     2749
## 175 175  60    No  29.7475    659.3  22.2   7.0     0.1       102.0     1497
## 176 176  54    No  19.1770   1580.6  82.9   9.4     5.2        98.3     1171
## 177 177  71    No  24.4634   1850.5  75.9  16.1     7.2       247.9     3054
## 178 178  48    No  22.5319   1242.1  37.5  13.3     1.0       148.4     1488
## 179 179  49    No  32.0177   1099.4  56.9   5.2     0.5       169.9      829
## 180 180  27   Yes  29.2415   1127.6  59.4   7.4     0.0       183.4     1037
## 181 181  27   Yes  25.4454   2919.5 125.3  14.3     1.0       370.0      846
## 182 182  75    No  21.5278   1049.1  51.7   8.0     0.0       188.9     1382
## 183 183  45    No  26.4205   1366.6  42.5  12.9     2.5       141.2     3407
## 184 184  35    No  30.4455   1884.8  91.6  11.1     5.0       518.0      758
## 185 185  56    No  33.5921   1494.5  59.1   6.8     0.0       111.5      599
## 186 186  41   Yes  27.5214   1444.6  89.1   6.8     0.0       280.1     1073
## 187 187  48    No  32.9913    445.2  14.4   5.0     0.0       102.8      862
## 188 188  48    No  21.8351   1849.8  80.6  13.8     3.2       549.1     4291
## 189 189  32    No  20.1579   1678.2  54.3  12.9     1.5       147.3     1668
## 190 190  38    No  46.7376   1390.4  55.7  10.8     0.0       195.1     2809
## 191 191  52    No  33.2962   1749.9  81.3  12.1     0.0       226.5     2373
## 192 192  40    No  24.0103    742.3  36.5   5.9     2.1       133.9     1850
## 193 193  44    No  23.0716   1148.5  50.3   7.1     0.1       139.2     1352
## 194 194  70    No  22.4821   1730.6  72.9  14.4     0.2       363.1     2315
## 195 195  55   Yes  29.0357   1162.5  54.0   5.6     0.2       175.2     1417
## 196 196  48    No  20.2177   1738.9  63.5  12.2     0.5       205.9     4504
## 197 197  38    No  20.7176   1432.1  58.5   6.3     0.2       131.9      998
## 198 198  49    No  20.4034   3098.9 106.2  25.2     1.2       447.6     4430
## 199 199  36    No  32.9594   2342.3  95.8  19.2     1.7       389.4     3201
## 200 200  64    No  21.5011   2319.9  97.6  22.3     0.0       155.3     3686
## 201 201  49    No  23.6794   1292.8  43.1  10.6    11.0       180.7     2131
## 202 202  49   Yes  22.7216    784.4  40.6   4.9     3.0        97.4      852
## 203 203  43    No  22.9146   2038.5  80.7  17.1     0.0       232.3     2781
## 204 204  33    No  23.9378   1366.8  55.9   6.2     0.0       196.0     1151
## 205 205  38    No  26.0943   1550.0  66.8  12.1     0.0       253.2     3970
## 206 206  36    No  19.7664   1240.7  50.9   6.9     0.3       116.0      808
## 207 207  33    No  21.6734   2814.6 111.2  16.8     0.0       399.3      843
## 208 208  47    No  20.8130   1612.5  45.5   9.0    15.0       149.9     2537
## 209 209  53    No  40.6892   1576.3  54.8  13.5     0.1       308.9     2205
## 210 210  41    No  29.1423   1197.7  54.5   4.9     0.0       135.6      587
## 211 211  36    No  21.0778   2045.3  84.8  13.2     0.7       271.9     3591
## 212 212  32    No  35.9753   3328.4 163.3  20.0     4.1       425.5     3434
## 213 213  57    No  26.9429   2513.3  98.9  10.6     0.0       428.1     2869
## 214 214  42    No  21.6784   1737.4  62.1  16.3     0.2       211.7     2515
## 215 215  37   Yes  27.2655   1034.4  34.5   8.9     0.0       118.5      807
## 216 216  52    No  32.6718   2083.9  93.1   8.8     0.0       328.1      766
## 217 217  45   Yes  28.7254   1481.8  75.3  10.4     0.2       336.9      720
## 218 218  42    No  20.7690   1051.2  44.0  10.9     0.2       165.5      516
## 219 219  42    No  21.2065   1730.1  58.3  16.6     4.5       196.1     3785
## 220 220  41   Yes  20.7176   1102.8  56.6   5.3     0.0       329.8     1436
## 221 221  41    No  26.3117   1496.7  64.6   5.9     1.0       239.8      613
## 222 222  26   Yes  20.5412   1987.2  76.6   9.8     0.0       156.1     1460
## 223 223  70    No  20.1613   2017.2 136.0   7.6     0.0       195.8     2251
## 224 224  44    No  26.3675   1525.6  85.4   7.9     0.1       179.4     2029
## 225 225  46    No  28.4020   1342.2  69.7   5.9     1.0       215.4     8046
## 226 226  22    No  50.4033   1511.7  64.4  10.2     0.0       190.3     1074
## 227 227  46   Yes  21.6784   1570.1  74.1  13.7     0.9       145.7     3556
## 228 228  32    No  20.0560   2703.4 120.6  11.4     0.1       284.3     1218
## 229 229  27    No  23.8763   1200.6  61.5   8.7     1.5       208.7     2199
## 230 230  52    No  37.1113   1891.6  73.8  17.6     0.0       226.0     5810
## 231 231  42    No  36.5973   1434.9  59.3  11.2     0.0       281.1     1214
## 232 232  34    No  28.5795   2118.1  93.0  20.1     0.0       170.0     2215
## 233 233  36    No  40.2953   1414.6  51.2  13.7     0.0       135.8     1678
## 234 234  59    No  24.8040   2192.3  78.7  14.2     0.0       173.5     2579
## 235 235  75    No  36.4737   1380.6  54.5  13.5     0.1       201.6      925
## 236 236  43    No  45.8581   1626.3  72.2   7.9     0.0       157.5      404
## 237 237  56    No  30.4824   2210.7 113.1  10.5     6.1       340.1     2008
## 238 238  48    No  19.7039   1600.7  77.7  11.2     7.2       180.1     2469
## 239 239  34   Yes  21.9638   1076.2  52.7   6.1     0.0        78.3      755
## 240 240  37    No  23.3459   2094.5  78.9  17.3     1.0       193.4     1718
## 241 241  41    No  31.8216   1823.0  74.8  12.1     1.3       196.9     2133
## 242 242  74    No  23.3459   1512.1  73.8   8.7     5.7       182.8     1167
## 243 243  73    No  21.0113    840.6  34.3   8.2     0.1        81.1      619
## 244 244  53   Yes  19.7810   1996.1  98.8   9.2     0.0       436.8      908
## 245 245  74    No  21.1364   2171.6  76.6  20.4     0.0       176.3     3690
## 246 246  77    No  24.3272   1481.4  55.0  11.2     0.0       191.7     3425
## 247 247  39    No  21.1781   1829.2  79.0  15.6     0.0       178.4     2787
## 248 248  29    No  18.6003   1041.6  45.4   6.0     3.0       139.5      675
## 249 249  37    No  44.9106   2010.4 101.2  16.0     0.1       362.4     2142
## 250 250  47    No  23.9642   2120.8  77.4  17.0     8.4       185.9     2299
## 251 251  64    No  21.2065   1008.4  35.4   5.6    14.0        37.7      544
## 252 252  36    No  42.8886    798.2  30.6   7.9     2.4        46.3      604
## 253 253  42    No  20.4172   3099.2 134.9  19.0     0.8       469.3     6558
## 254 254  64    No  25.6599   2055.7 114.4  13.0     0.0       248.4     2661
## 255 255  38    No  20.7029   2585.3 129.8  21.1     4.0       429.5     7362
## 256 256  39    No  28.4015   1906.5  86.4  10.4    15.5       265.9     2583
## 257 257  40    No  31.2422   3014.9 165.7  14.4     0.0       900.7     1028
## 258 258  29    No  37.9400   1631.0  55.6  13.8     0.5       189.5     3435
## 259 259  71    No  24.9883   1399.5  66.5   9.6     8.0       260.0     1527
## 260 260  45    No  23.4316   2319.0 122.1  13.4     0.1       305.7     2047
## 261 261  63    No  18.9209   1655.9  70.8  15.1     0.1       177.3     2897
## 262 262  46    No  24.2613   1422.8  58.3   7.8     7.1       206.3     1987
## 263 263  75    No  21.6784   2511.5  92.3  36.8     0.6       228.3     4271
## 264 264  46    No  35.1907    740.6  38.5   5.3     0.0       113.9      868
## 265 265  44    No  22.5440   1292.6  49.4  10.4     1.2       186.5      578
## 266 266  24    No  31.9972   3021.9 171.0  11.4     0.1       466.3      953
## 267 267  32    No  22.5121   1918.4  63.1  16.1     5.0       202.2     1048
## 268 268  66    No  22.6438   2086.6  72.3  16.0     0.0       112.8     1439
## 269 269  43    No  26.3475   3449.7 172.8  20.5     1.4       381.3     3324
## 270 270  73    No  24.9412   1186.4  46.1  10.5     1.5       119.7      921
## 271 271  54    No  25.7501   1724.7  75.1  18.2     0.0       173.3     1192
## 272 272  44   Yes  29.9774   1877.4  92.2   7.7     0.2       211.6     1665
## 273 273  55    No  22.8771   2272.6  94.5  10.9    14.2       269.2     3610
## 274 274  70   Yes  23.8270   1514.4  51.7  14.2     7.0        97.5     3317
## 275 275  32    No  25.4573   2170.3  95.1  15.2     0.2       175.2     3313
## 276 276  33    No  23.2690   2271.1 114.6  10.4     0.0       574.2     1270
## 277 277  49    No  22.5064   1469.9  50.4  12.1     0.7       118.8     1915
## 278 278  69    No  44.2062   2332.2 109.6  19.7     0.1       286.7     4013
## 279 279  38    No  20.7173   1619.3  83.7   8.4     0.5       310.1      902
## 280 280  34   Yes  34.0818   1148.7  41.7   9.8     1.0       173.4     2247
## 281 281  49    No  20.0895   2512.0  64.9  30.2     0.6       168.5     4832
## 282 282  40   Yes  18.3432    833.0  38.8   5.5     0.0       145.3      577
## 283 283  41    No  28.0470   1808.4  61.5  10.5    17.0       176.1     1884
## 284 284  62    No  29.8494   2115.4  84.1  23.9     0.0       189.5     3172
## 285 285  28    No  20.1250   1600.9  68.0  14.2     0.2       171.2     3102
## 286 286  78    No  41.6857    647.7  30.9   3.7     0.0        87.5     1186
## 287 287  67    No  30.7309    849.2  25.4  10.9     0.0        91.7     1237
## 288 288  51    No  24.9082   2166.9 105.8  15.6     0.0       349.1     4098
## 289 289  29   Yes  26.6874   2476.2 121.1  14.3     0.0       263.5     2889
## 290 290  36   Yes  25.7393   1959.3 112.4   6.7     0.5       326.7     1097
## 291 291  43    No  18.5769   1695.3  62.4  17.7     0.0       147.3      570
## 292 292  55    No  25.4258   2307.8 111.0  18.4     3.4       487.8     2627
## 293 293  54    No  24.9550   1392.2  47.8  12.9     0.0        87.5      849
## 294 294  32    No  39.5620   3511.1 114.7  13.9     0.2       444.7     2174
## 295 295  65    No  26.7596   1276.0  60.5  12.0     3.5        87.3     1456
## 296 296  41   Yes  41.6495   2685.1 133.1  11.1    15.0       432.4     3728
## 297 297  60    No  40.6953   1327.0  64.8   9.3     0.1       341.0     1987
## 298 298  73    No  25.8473    853.1  29.8   6.3    10.0       160.5     1022
## 299 299  71    No  21.8109   1215.8  43.8  12.3     5.0       110.8     2079
## 300 300  47    No  37.2776   1927.6  92.5  10.7     0.0       359.1      406
## 301 301  35    No  29.5855   2466.9 112.6   9.6     0.1       331.9      621
## 302 302  34   Yes  21.3291   3103.7 124.7  18.1     8.3       431.0     2652
## 303 303  41    No  34.6149   2046.9 103.0  13.1     0.0       334.2     1745
## 304 304  33    No  18.5769   1835.9  74.1  23.0     0.7       184.2     2121
## 305 305  73   Yes  20.7112   1678.5  82.3   6.3    14.1       249.5     1078
## 306 306  67    No  26.9429   1049.2  44.6   9.6     0.0       247.2     2672
## 307 307  66    No  33.1076   1762.1  72.9  16.5     0.0       240.3     4935
## 308 308  44   Yes  23.2772   3183.1 119.4   6.9    35.0       378.8     1118
## 309 309  36    No  24.7434   2838.8  88.5  24.0     4.5       252.4     9642
## 310 310  48    No  24.6147   2021.1  72.2  16.6     9.0       299.1     1392
## 311 311  46    No  25.8967   2263.6  98.2  19.4     2.6       306.5     2572
## 312 312  45    No  23.8270   1841.1  84.2  14.1     2.2       257.7     1665
## 313 313  49    No  24.2613   1125.6  44.8  11.9     4.0       150.5     6943
## 314 314  31    No  23.4525   2729.6 144.4  13.2     2.2       381.8      741
## 315 315  45    No  26.5081   1627.0  77.4   9.9     0.2       195.6     1242
##     RetinolDiet BetaPlasma RetinolPlasma Gender VitaminUse PriorSmoke
## 1           890        200           915 Female    Regular          2
## 2           451        124           727 Female    Regular          1
## 3           660        328           721 Female Occasional          2
## 4           864        153           615 Female         No          2
## 5          1209         92           799 Female    Regular          1
## 6          1439        148           654 Female         No          2
## 7           802        258           834 Female Occasional          1
## 8          2571         64           825 Female    Regular          1
## 9           944        218           517 Female         No          1
## 10          493         81           562 Female         No          2
## 11          535        184           935 Female    Regular          2
## 12          492         91           741 Female Occasional          1
## 13         1105        120           679   Male         No          1
## 14         1047         61           507 Female    Regular          1
## 15          980        108           852   Male         No          1
## 16         1545        211          1249   Male         No          2
## 17          242        235          1035   Male    Regular          2
## 18          479        288          1262   Male    Regular          2
## 19          921        102           904 Female         No          1
## 20          445        113          1727   Male         No          2
## 21          926         74           684   Male         No          2
## 22          695        129           537 Female         No          2
## 23          944        140           760 Female         No          1
## 24          708        138           809 Female Occasional          2
## 25         1150        143           697 Female    Regular          1
## 26          554        416           676 Female    Regular          1
## 27          320        212           822 Female Occasional          2
## 28          656        786           691 Female    Regular          1
## 29         1199         35           599   Male         No          1
## 30          975        122           901   Male         No          2
## 31          914        119           818 Female         No          2
## 32         1579        182           623 Female Occasional          2
## 33         1618        186           624 Female         No          3
## 34         1759        216           526 Female         No          1
## 35          608        751          1002   Male Occasional          2
## 36          508         39           179 Female    Regular          3
## 37          517        107           564 Female Occasional          2
## 38          314         74           456 Female         No          2
## 39          588        418           665   Male    Regular          3
## 40          674       1415           632 Female    Regular          1
## 41          419        400           502 Female         No          1
## 42         1083        102           838 Female         No          2
## 43          834        135           574 Female Occasional          2
## 44          473         97           611 Female Occasional          3
## 45          707        124           476 Female Occasional          1
## 46          323        195           546 Female    Regular          1
## 47          651        107           411 Female    Regular          1
## 48          855         53           475 Female         No          1
## 49          264        148           321   Male    Regular          2
## 50          550         77           388 Female         No          3
## 51          969        316           586 Female         No          1
## 52          239         77           648 Female    Regular          1
## 53          374        266           550 Female Occasional          1
## 54          605         39           783   Male         No          2
## 55          809        225           258 Female    Regular          1
## 56         1065        173           299 Female    Regular          1
## 57          677         79           384 Female Occasional          3
## 58         1359        102           692 Female    Regular          2
## 59          685        158           634 Female Occasional          1
## 60          724        159           592 Female Occasional          1
## 61          898        157           383 Female    Regular          1
## 62         1364         96           317   Male         No          3
## 63         1250        160           247 Female    Regular          1
## 64          592        100           730   Male    Regular          2
## 65          854        293           587 Female    Regular          2
## 66          493        171           407   Male         No          1
## 67          407         89           831 Female         No          2
## 68         1120        109           531 Female Occasional          3
## 69          453        129           560 Female         No          2
## 70          724         87           397 Female         No          1
## 71         1310        328           768 Female Occasional          1
## 72          860        298           393 Female Occasional          2
## 73          417        379           810 Female    Regular          2
## 74          464        204           624 Female         No          3
## 75         1470         75           227   Male    Regular          1
## 76          178        127           525 Female         No          2
## 77         1163        131           542 Female    Regular          2
## 78          743         21           558   Male         No          2
## 79          760        233           504 Female Occasional          2
## 80          486         73          1031   Male    Regular          1
## 81         1005         25           187 Female         No          1
## 82         1215        137           677 Female    Regular          3
## 83          619         82           783   Male    Regular          2
## 84         1066        327           693 Female    Regular          1
## 85          394        142           511 Female    Regular          1
## 86         1702         86           435 Female    Regular          2
## 87          928        150           362 Female         No          2
## 88         1458         53           592   Male         No          3
## 89         1323        112           360   Male         No          3
## 90          578        104           476 Female    Regular          1
## 91         1048        170           369 Female    Regular          1
## 92         1006        150           619 Female         No          2
## 93          640        282           472 Female    Regular          1
## 94         4041         91           426   Male    Regular          2
## 95          783        125           592 Female    Regular          2
## 96          341        282           426   Male Occasional          1
## 97         1525         16           799 Female    Regular          2
## 98          233        129           497 Female    Regular          2
## 99         1838        180           622 Female         No          2
## 100        1291         39           549   Male         No          3
## 101         914         54           539 Female    Regular          3
## 102         695         78           522   Male Occasional          2
## 103         842         34           551   Male         No          2
## 104         881         95           466 Female Occasional          1
## 105        1326        174           423   Male Occasional          1
## 106        1060         95           797   Male         No          2
## 107        1070         97           532 Female Occasional          2
## 108         490        204           422 Female Occasional          2
## 109         350         25           421 Female         No          3
## 110         652        270           527 Female Occasional          2
## 111         719        285           512   Male    Regular          2
## 112         546        110           756 Female    Regular          1
## 113         627        162           456 Female         No          1
## 114         687        179           456 Female Occasional          1
## 115         779        131           449 Female         No          3
## 116         326         86           406 Female         No          1
## 117         815        225           519 Female Occasional          1
## 118         963        249           464 Female    Regular          2
## 119        1845        254           523 Female    Regular          2
## 120        1101        189           588 Female    Regular          1
## 121         950        108           564 Female    Regular          1
## 122         159        121           927 Female    Regular          3
## 123        2263        238           953   Male    Regular          2
## 124        1328        127           516   Male         No          3
## 125         427        141           669 Female Occasional          1
## 126         651        427           572 Female         No          1
## 127         728        305           727 Female Occasional          1
## 128         605         74           544 Female         No          1
## 129         453        156           917 Female    Regular          2
## 130        1374        168           586 Female Occasional          1
## 131         555        116           516 Female         No          1
## 132         386        290           404 Female    Regular          2
## 133         966        304           709   Male         No          1
## 134         947        198           429 Female         No          3
## 135         426        253           629   Male    Regular          1
## 136         688        148          1139 Female    Regular          1
## 137        1048        492           466 Female Occasional          2
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## 154         689        207           553 Female Occasional          1
## 155         795        118           652 Female Occasional          1
## 156         675        108           621   Male         No          1
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## 184         454        206           657 Female         No          1
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## 191        1816        105           464 Female Occasional          1
## 192         309        159           542 Female         No          1
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## 257             1              3      1      0     0       1       0          0
## 258             1              3      1      0     0       1       0          1
## 259             3              1      0      0     1      -1      -1          1
## 260             1              3      1      0     0       1       0          1
## 261             3              1      0      0     1      -1      -1          1
## 262             2              2      0      1     0       0       1          1
## 263             1              3      1      0     0       1       0          1
## 264             2              2      0      1     0       0       1          0
## 265             2              2      0      1     0       0       1          1
## 266             3              1      0      0     1      -1      -1          1
## 267             1              3      1      0     0       1       0          1
## 268             3              1      0      0     1      -1      -1          0
## 269             2              2      0      1     0       0       1          1
## 270             1              3      1      0     0       1       0          1
## 271             1              3      1      0     0       1       0          0
## 272             3              1      0      0     1      -1      -1          1
## 273             3              1      0      0     1      -1      -1          2
## 274             3              1      0      0     1      -1      -1          1
## 275             1              3      1      0     0       1       0          1
## 276             2              2      0      1     0       0       1          0
## 277             3              1      0      0     1      -1      -1          1
## 278             3              1      0      0     1      -1      -1          1
## 279             2              2      0      1     0       0       1          1
## 280             3              1      0      0     1      -1      -1          1
## 281             1              3      1      0     0       1       0          1
## 282             2              2      0      1     0       0       1          0
## 283             3              1      0      0     1      -1      -1          2
## 284             3              1      0      0     1      -1      -1          0
## 285             2              2      0      1     0       0       1          1
## 286             2              2      0      1     0       0       1          0
## 287             1              3      1      0     0       1       0          0
## 288             2              2      0      1     0       0       1          0
## 289             2              2      0      1     0       0       1          0
## 290             3              1      0      0     1      -1      -1          1
## 291             3              1      0      0     1      -1      -1          0
## 292             2              2      0      1     0       0       1          1
## 293             1              3      1      0     0       1       0          0
## 294             2              2      0      1     0       0       1          1
## 295             3              1      0      0     1      -1      -1          1
## 296             1              3      1      0     0       1       0          2
## 297             3              1      0      0     1      -1      -1          1
## 298             2              2      0      1     0       0       1          2
## 299             1              3      1      0     0       1       0          1
## 300             3              1      0      0     1      -1      -1          0
## 301             2              2      0      1     0       0       1          1
## 302             1              3      1      0     0       1       0          1
## 303             3              1      0      0     1      -1      -1          0
## 304             1              3      1      0     0       1       0          1
## 305             2              2      0      1     0       0       1          2
## 306             1              3      1      0     0       1       0          0
## 307             2              2      0      1     0       0       1          0
## 308             2              2      0      1     0       0       1          2
## 309             2              2      0      1     0       0       1          1
## 310             2              2      0      1     0       0       1          1
## 311             3              1      0      0     1      -1      -1          1
## 312             1              3      1      0     0       1       0          1
## 313             1              3      1      0     0       1       0          1
## 314             1              3      1      0     0       1       0          1
## 315             1              3      1      0     0       1       0          1
##     AlcoholNumHi AlcoholNumMid regHi regMid occHi occMid
## 1             -1            -1    -1     -1     0      0
## 2             -1            -1    -1     -1     0      0
## 3              1             0     0      0     1      0
## 4              0             1     0     -1     0     -1
## 5             -1            -1    -1     -1     0      0
## 6              0             1     0     -1     0     -1
## 7             -1            -1     0      0    -1     -1
## 8             -1            -1    -1     -1     0      0
## 9              0             1     0     -1     0     -1
## 10            -1            -1     1      1     1      1
## 11             0             1     0      1     0      0
## 12            -1            -1     0      0    -1     -1
## 13             0             1     0     -1     0     -1
## 14            -1            -1    -1     -1     0      0
## 15            -1            -1     1      1     1      1
## 16             1             0    -1      0    -1      0
## 17             1             0     1      0     0      0
## 18             0             1     0      1     0      0
## 19            -1            -1     1      1     1      1
## 20             0             1     0     -1     0     -1
## 21             0             1     0     -1     0     -1
## 22             0             1     0     -1     0     -1
## 23             1             0    -1      0    -1      0
## 24             0             1     0      0     0      1
## 25             0             1     0      1     0      0
## 26             0             1     0      1     0      0
## 27            -1            -1     0      0    -1     -1
## 28            -1            -1    -1     -1     0      0
## 29            -1            -1     1      1     1      1
## 30             0             1     0     -1     0     -1
## 31            -1            -1     1      1     1      1
## 32             0             1     0      0     0      1
## 33             0             1     0     -1     0     -1
## 34             0             1     0     -1     0     -1
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## 36            -1            -1    -1     -1     0      0
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## 47            -1            -1    -1     -1     0      0
## 48             0             1     0     -1     0     -1
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## 50             1             0    -1      0    -1      0
## 51             0             1     0     -1     0     -1
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## 53             0             1     0      0     0      1
## 54             1             0    -1      0    -1      0
## 55            -1            -1    -1     -1     0      0
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## 65            -1            -1    -1     -1     0      0
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## 68             0             1     0      0     0      1
## 69             0             1     0     -1     0     -1
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## 71             0             1     0      0     0      1
## 72            -1            -1     0      0    -1     -1
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## 76             0             1     0     -1     0     -1
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## 99             1             0    -1      0    -1      0
## 100           -1            -1     1      1     1      1
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## 229            0             1     0     -1     0     -1
## 230           -1            -1     1      1     1      1
## 231           -1            -1    -1     -1     0      0
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## 237            0             1     0     -1     0     -1
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## 247           -1            -1    -1     -1     0      0
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## 280            0             1     0     -1     0     -1
## 281            0             1     0      1     0      0
## 282           -1            -1     0      0    -1     -1
## 283            1             0    -1      0    -1      0
## 284           -1            -1     1      1     1      1
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## 288           -1            -1     0      0    -1     -1
## 289           -1            -1     0      0    -1     -1
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## 307           -1            -1     0      0    -1     -1
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## 309            0             1     0      0     0      1
## 310            0             1     0      0     0      1
## 311            0             1     0     -1     0     -1
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fullModel=lm(mydata$Cholesterol~mydata$regHi+mydata$regMid+mydata$occHi+mydata$occMid+mydata$AlcoholNumMid+mydata$AlcoholNumHi+mydata$vitReg1+mydata$vitOcc1)
reducedModel=lm(mydata$Cholesterol~mydata$regHi+mydata$regMid+mydata$occHi+mydata$occMid)
fullModel
## 
## Call:
## lm(formula = mydata$Cholesterol ~ mydata$regHi + mydata$regMid + 
##     mydata$occHi + mydata$occMid + mydata$AlcoholNumMid + mydata$AlcoholNumHi + 
##     mydata$vitReg1 + mydata$vitOcc1)
## 
## Coefficients:
##          (Intercept)          mydata$regHi         mydata$regMid  
##              254.116                33.836                -6.757  
##         mydata$occHi         mydata$occMid  mydata$AlcoholNumMid  
##              -31.129                25.474               -13.424  
##  mydata$AlcoholNumHi        mydata$vitReg1        mydata$vitOcc1  
##               26.891                 7.290               -13.035
summary(fullModel)
## 
## Call:
## lm(formula = mydata$Cholesterol ~ mydata$regHi + mydata$regMid + 
##     mydata$occHi + mydata$occMid + mydata$AlcoholNumMid + mydata$AlcoholNumHi + 
##     mydata$vitReg1 + mydata$vitOcc1)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -246.35  -89.87  -35.32   63.46  679.84 
## 
## Coefficients:
##                      Estimate Std. Error t value Pr(>|t|)    
## (Intercept)           254.116     10.641  23.881   <2e-16 ***
## mydata$regHi           33.836     28.580   1.184    0.237    
## mydata$regMid          -6.757     17.513  -0.386    0.700    
## mydata$occHi          -31.129     27.761  -1.121    0.263    
## mydata$occMid          25.474     17.790   1.432    0.153    
## mydata$AlcoholNumMid  -13.424     12.103  -1.109    0.268    
## mydata$AlcoholNumHi    26.891     19.055   1.411    0.159    
## mydata$vitReg1          7.290     15.608   0.467    0.641    
## mydata$vitOcc1        -13.035     15.610  -0.835    0.404    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 132.1 on 306 degrees of freedom
## Multiple R-squared:  0.02344,    Adjusted R-squared:  -0.002091 
## F-statistic: 0.9181 on 8 and 306 DF,  p-value: 0.5016
anova(fullModel)
## Analysis of Variance Table
## 
## Response: mydata$Cholesterol
##                       Df  Sum Sq Mean Sq F value Pr(>F)
## mydata$regHi           1   35376   35376  2.0263 0.1556
## mydata$regMid          1   11125   11125  0.6372 0.4253
## mydata$occHi           1    1721    1721  0.0986 0.7538
## mydata$occMid          1   27847   27847  1.5951 0.2076
## mydata$AlcoholNumMid   1     327     327  0.0187 0.8912
## mydata$AlcoholNumHi    1   39613   39613  2.2690 0.1330
## mydata$vitReg1         1      42      42  0.0024 0.9611
## mydata$vitOcc1         1   12174   12174  0.6973 0.4043
## Residuals            306 5342216   17458
reducedModel
## 
## Call:
## lm(formula = mydata$Cholesterol ~ mydata$regHi + mydata$regMid + 
##     mydata$occHi + mydata$occMid)
## 
## Coefficients:
##   (Intercept)   mydata$regHi  mydata$regMid   mydata$occHi  mydata$occMid  
##      244.6492        22.2208        -0.3898       -19.6190        17.5866
summary(reducedModel)
## 
## Call:
## lm(formula = mydata$Cholesterol ~ mydata$regHi + mydata$regMid + 
##     mydata$occHi + mydata$occMid)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -204.35  -91.41  -36.34   63.04  677.88 
## 
## Coefficients:
##               Estimate Std. Error t value Pr(>|t|)    
## (Intercept)   244.6492     7.5520  32.395   <2e-16 ***
## mydata$regHi   22.2208    19.0795   1.165    0.245    
## mydata$regMid  -0.3898    13.0868  -0.030    0.976    
## mydata$occHi  -19.6190    20.6195  -0.951    0.342    
## mydata$occMid  17.5866    13.9020   1.265    0.207    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 131.9 on 310 degrees of freedom
## Multiple R-squared:  0.01391,    Adjusted R-squared:  0.001182 
## F-statistic: 1.093 on 4 and 310 DF,  p-value: 0.3601
anova(reducedModel)
## Analysis of Variance Table
## 
## Response: mydata$Cholesterol
##                Df  Sum Sq Mean Sq F value Pr(>F)
## mydata$regHi    1   35376   35376  2.0329 0.1549
## mydata$regMid   1   11125   11125  0.6393 0.4246
## mydata$occHi    1    1721    1721  0.0989 0.7534
## mydata$occMid   1   27847   27847  1.6003 0.2068
## Residuals     310 5394372   17401
plot(fullModel)

anova(fullModel,reducedModel)
## Analysis of Variance Table
## 
## Model 1: mydata$Cholesterol ~ mydata$regHi + mydata$regMid + mydata$occHi + 
##     mydata$occMid + mydata$AlcoholNumMid + mydata$AlcoholNumHi + 
##     mydata$vitReg1 + mydata$vitOcc1
## Model 2: mydata$Cholesterol ~ mydata$regHi + mydata$regMid + mydata$occHi + 
##     mydata$occMid
##   Res.Df     RSS Df Sum of Sq      F Pr(>F)
## 1    306 5342216                           
## 2    310 5394372 -4    -52156 0.7469 0.5607
library(lessR)
## 
## lessR 3.9.9  feedback: gerbing@pdx.edu  web: lessRstats.com/new
## ---------------------------------------------------------------
## > d <- Read("")   Read text, Excel, SPSS, SAS, or R data file
##   d is default data frame, data= in analysis routines optional
## 
## Many vignettes show by example how to use lessR. Topics are
## read, write, & manipulate data, graphics, means & models,
##   factor analysis, & customization. Two ways to view.
## Enter:  browseVignettes("lessR")
## Visit:  https://CRAN.R-project.org/package=lessR
ANOVA(Cholesterol~AlcoholNum,data = mydata)

##   BACKGROUND
## 
## Response Variable: Cholesterol 
##  
## Factor Variable: AlcoholNum 
##   Levels: 0 1 2 
##  
## Number of cases (rows) of data:  315 
## Number of cases retained for analysis:  315 
## 
## 
##   DESCRIPTIVE STATISTICS 
## 
##      n     mean       sd     min      max 
## 0  111   238.15   145.61   59.20   900.70 
## 1  178   239.65   122.83   46.30   814.70 
## 2   26   280.13   130.73   37.70   603.00 
##  
## Grand Mean: 242.461 
## 
## 
##   BASIC ANALYSIS
## 
##                df      Sum Sq   Mean Sq   F-value   p-value 
## AlcoholNum      2    40359.12  20179.56      1.16    0.3150 
## Residuals     312  5430081.73  17404.11 
## 
## 
## R Squared: 0.01 
## R Sq Adjusted: 0.00 
## Omega Squared: 0.00 
##  
## Cohen's f: 0.03 
## 
## 
##   TUKEY MULTIPLE COMPARISONS OF MEANS
## 
## Family-wise Confidence Level:  
## ------------------------------- 
##        diff    lwr    upr p adj 
##   1-0  1.50 -36.08  39.07  1.00 
##   2-0 41.98 -25.71 109.67  0.31 
##   2-1 40.48 -24.75 105.71  0.31 
## 
## 
##   RESIDUALS
## 
## Fitted Values, Residuals, Standardized Residuals 
##    [sorted by Standardized Residuals, ignoring + or - sign] 
##    [res_rows = 20, out of 315 cases (rows) of data, or res_rows="all"] 
## ---------------------------------------------------- 
##       AlcoholNum Cholesterol fitted residual z-resid 
##   257          0      900.70 238.15   662.55    5.04 
##   152          1      814.70 239.65   575.05    4.37 
##    94          0      747.50 238.15   509.35    3.88 
##   144          0      718.80 238.15   480.65    3.66 
##   112          1      689.40 239.65   449.75    3.42 
##   276          0      574.20 238.15   336.05    2.56 
##    62          2      603.00 280.13   322.87    2.50 
##   100          0      550.50 238.15   312.35    2.38 
##   188          1      549.10 239.65   309.45    2.35 
##   124          0      516.50 238.15   278.35    2.12 
##   184          1      518.00 239.65   278.35    2.12 
##    19          0      512.30 238.15   274.15    2.09 
##    58          1      511.60 239.65   271.95    2.07 
##   103          0      500.30 238.15   262.15    2.00 
##   292          1      487.80 239.65   248.15    1.89 
##   251          2       37.70 280.13  -242.43   -1.87 
##   253          1      469.30 239.65   229.65    1.75 
##   266          1      466.30 239.65   226.65    1.72 
##    39          0      461.10 238.15   222.95    1.70 
##   171          1      456.90 239.65   217.25    1.65 
## 
## 
## ---------------------------------------- 
## Plot 1: Scatterplot with Cell Means 
## Plot 2: 95% family-wise confidence level 
## ----------------------------------------
boxplot(mydata$VitaminUseNum,mydata$AlcoholNum,mydata$Cholesterol)

ANOVA(Cholesterol~VitaminUseNum,data = mydata)

##   BACKGROUND
## 
## Response Variable: Cholesterol 
##  
## Factor Variable: VitaminUseNum 
##   Levels: 1 2 3 
##  
## Number of cases (rows) of data:  315 
## Number of cases retained for analysis:  315 
## 
## 
##   DESCRIPTIVE STATISTICS 
## 
##      n     mean       sd     min      max 
## 1  122   236.69   151.10   59.20   900.70 
## 2   82   245.44    99.63   84.00   574.20 
## 3  111   246.60   131.33   37.70   718.80 
##  
## Grand Mean: 242.461 
## 
## 
##   BASIC ANALYSIS
## 
##                  df      Sum Sq   Mean Sq   F-value   p-value 
## VitaminUseNum     2     6691.52   3345.76      0.19    0.8262 
## Residuals       312  5463749.33  17512.02 
## 
## 
## R Squared: 0.00 
## R Sq Adjusted: -0.01 
## Omega Squared: -0.01 
## 
## 
##   TUKEY MULTIPLE COMPARISONS OF MEANS
## 
## Family-wise Confidence Level:  
## ----------------------------- 
##       diff    lwr   upr p adj 
##   2-1 8.75 -35.75 53.25  0.89 
##   3-1 9.91 -30.97 50.79  0.84 
##   3-2 1.16 -44.22 46.54  1.00 
## 
## 
##   RESIDUALS
## 
## Fitted Values, Residuals, Standardized Residuals 
##    [sorted by Standardized Residuals, ignoring + or - sign] 
##    [res_rows = 20, out of 315 cases (rows) of data, or res_rows="all"] 
## ------------------------------------------------------- 
##       VitaminUseNum Cholesterol fitted residual z-resid 
##   257             1      900.70 236.69   664.01    5.04 
##   152             1      814.70 236.69   578.01    4.39 
##    94             1      747.50 236.69   510.81    3.88 
##   144             3      718.80 246.60   472.20    3.58 
##   112             1      689.40 236.69   452.71    3.44 
##    62             3      603.00 246.60   356.40    2.71 
##   276             2      574.20 245.44   328.76    2.50 
##   188             1      549.10 236.69   312.41    2.37 
##   100             3      550.50 246.60   303.90    2.31 
##    58             1      511.60 236.69   274.91    2.09 
##   184             3      518.00 246.60   271.40    2.06 
##   124             3      516.50 246.60   269.90    2.05 
##    19             3      512.30 246.60   265.70    2.02 
##   103             3      500.30 246.60   253.70    1.93 
##   292             2      487.80 245.44   242.36    1.84 
##    95             1      469.20 236.69   232.51    1.76 
##    39             1      461.10 236.69   224.41    1.70 
##   253             3      469.30 246.60   222.70    1.69 
##   266             3      466.30 246.60   219.70    1.67 
##    75             1      452.80 236.69   216.11    1.64 
## 
## 
## ---------------------------------------- 
## Plot 1: Scatterplot with Cell Means 
## Plot 2: 95% family-wise confidence level 
## ----------------------------------------
mydata$Male[mydata$Gender == 'Male'] <- 1
mydata$Male[mydata$Gender == 'Female'] <- 0

mydata$SmokeBin[mydata$Smoke == 'Yes'] <- 1
mydata$SmokeBin[mydata$Smoke == 'No'] <- 0
mydata
##      ID Age Smoke Quetelet Calories   Fat Fiber Alcohol Cholesterol BetaDiet
## 1     1  64    No  21.4838   1298.8  57.0   6.3     0.0       170.3     1945
## 2     2  76    No  23.8763   1032.5  50.1  15.8     0.0        75.8     2653
## 3     3  38    No  20.0108   2372.3  83.6  19.1    14.1       257.9     6321
## 4     4  40    No  25.1406   2449.5  97.5  26.5     0.5       332.6     1061
## 5     5  72    No  20.9850   1952.1  82.6  16.2     0.0       170.8     2863
## 6     6  40    No  27.5214   1366.9  56.0   9.6     1.3       154.6     1729
## 7     7  65    No  22.0115   2213.9  52.0  28.7     0.0       255.1     5371
## 8     8  58    No  28.7570   1595.6  63.4  10.9     0.0       214.1      823
## 9     9  35    No  23.0766   1800.5  57.8  20.3     0.6       233.6     2895
## 10   10  55    No  34.9699   1263.6  39.6  15.5     0.0       171.9     3307
## 11   11  66    No  20.9465   1460.8  58.0  18.2     1.0       137.4     1714
## 12   12  40    No  36.4316   1638.2  49.3  14.9     0.0       130.7     2031
## 13   13  57    No  31.7304   2072.9 106.7   9.6     0.9       420.0     1982
## 14   14  66    No  21.7885    987.5  35.6  10.3     0.0       254.9     2120
## 15   15  66    No  27.3192   1574.3  75.0   7.1     0.0       361.5     1388
## 16   16  64    No  31.4467   2868.5 128.8  15.0    20.0       379.5     3888
## 17   17  62    No  25.9025   1751.1  80.7   8.4    14.1       160.3     2194
## 18   18  75    No  29.1526   1407.6  35.0  20.8     7.0       144.1     3470
## 19   19  68    No  38.1873   1628.5  78.6  11.6     0.0       512.3     2108
## 20   20  57    No  25.8967   1101.4  48.5   8.5     5.0       197.2     1157
## 21   21  56    No  24.4588   2433.6 127.6  19.9     7.1       271.2     1739
## 22   22  30    No  22.7212   1437.3  61.5   8.8     2.3       160.9     1008
## 23   23  34    No  24.0812   2062.7  81.1  13.6    18.0       190.5      606
## 24   24  53    No  23.1598   1276.5  50.1   9.0     4.7       143.5     1380
## 25   25  60    No  49.1203   2114.8  77.6  14.9     0.5       239.9     4916
## 26   26  50    No  23.0766   1113.0  32.8  12.9     3.0       104.8     4451
## 27   27  62    No  33.7244   1323.0  60.8  11.4     0.0       155.8     5983
## 28   28  61    No  25.1827   2837.3  84.2  33.8     0.0       192.1     2413
## 29   29  65    No  28.9498   2055.9 111.8  15.9     0.0       226.5     3087
## 30   30  71    No  24.6800   1285.8  55.4  10.6     2.0       353.4      521
## 31   31  43    No  28.4015   1786.9  93.9  10.6     0.0       247.0     2431
## 32   32  33    No  20.5696   3144.8 155.0  17.6     4.1       308.8     3141
## 33   33  74   Yes  16.3311   1241.0  53.1  10.8     0.1       206.1     1668
## 34   34  41    No  21.0312   2419.3 122.7  16.2     0.3       325.2     4366
## 35   35  56    No  22.6438   2712.7 145.3  13.4     8.0       242.6      494
## 36   36  44   Yes  25.8787   1810.0  95.3  17.5     0.0       253.1     7026
## 37   37  37    No  35.3601   1778.1  75.9  10.8     0.5       332.6     1529
## 38   38  37    No  25.9400   1147.9  47.6   7.3     0.1       117.0      241
## 39   39  39   Yes  21.9991   1951.4 109.1   4.7     0.0       461.1      998
## 40   40  37    No  22.5121   2035.5  65.7  22.1     0.7       205.3     6082
## 41   41  53    No  27.4927   1248.6  56.9   8.2     0.0       223.2     2741
## 42   42  66    No  27.4961   3184.8 199.0  16.8     0.2       362.6     2100
## 43   43  58    No  24.1797   1538.1  78.7  14.2     0.9       231.2     2359
## 44   44  31   Yes  23.3459   1456.5  56.6   8.5     1.0       182.7      603
## 45   45  49    No  21.6784   1656.3  59.5  13.3     0.1       180.3     1625
## 46   46  75    No  21.3291   1396.8  53.3  13.2     3.2        99.3     2888
## 47   47  62    No  33.7442   1588.1  88.9   7.4     0.0       362.6     1099
## 48   48  56    No  32.0748   1566.5  95.2   6.5     7.2       408.0     2103
## 49   49  69    No  31.6684    827.9  32.8   8.7     0.0        79.8     2260
## 50   50  50   Yes  25.1119   2340.4 110.4  11.3    14.0       260.7      452
## 51   51  50    No  20.4034   1902.9  72.9  35.4     7.3       175.6     3549
## 52   52  72    No  39.2229   1111.9  47.2  10.2     0.2        69.4     2204
## 53   53  60    No  19.9326   1333.8  37.1  16.9     6.5        84.0     4964
## 54   54  55    No  21.6362   1896.1  82.2   9.3    10.0       296.8     1052
## 55   55  43    No  29.0047   1472.7  61.8  12.2     0.0       216.3     3572
## 56   56  29    No  18.8340   2237.4  77.6  22.6     0.7       180.6     2902
## 57   57  44   Yes  29.1135   1446.2  63.2   9.5     3.2       208.8     1788
## 58   58  48    No  32.3483   2908.5 139.1  16.4     0.2       511.6     5111
## 59   59  38    No  23.8573   2190.7  96.9  17.7     1.3       192.1     1378
## 60   60  33    No  19.4090   1878.2  81.6   9.6     4.9       265.8     1431
## 61   61  56    No  16.6367   1436.8  57.2   9.4     0.0       183.3     1727
## 62   62  65   Yes  23.3762   6662.2 164.3  11.3   203.0       603.0     2893
## 63   63  48    No  30.2950   2893.3 125.8  18.8     1.7       256.7     2524
## 64   64  66    No  22.5743   1902.4  76.7  17.7     3.1       216.7     2533
## 65   65  78    No  26.3675   1531.6  69.5   5.4     0.0       168.0      982
## 66   66  65    No  23.5424   1220.7  34.6  16.5     5.6       152.8     1535
## 67   67  72    No  22.0119   1247.7  46.8  10.2     0.0       347.9      326
## 68   68  31   Yes  21.0778   1631.5  75.2   8.5     0.7       277.1     1487
## 69   69  74    No  25.7393    818.1  34.3   6.6     3.7        55.4     1114
## 70   70  61    No  25.1827   1570.1  58.7  19.3     2.0       158.3     1080
## 71   71  83    No  25.2068   1331.2  50.6   7.7     0.3       380.7     2492
## 72   72  46    No  30.7096   2052.4 120.4  10.2     0.0       195.2     1349
## 73   73  62    No  23.9217   1823.0  80.3  17.4     6.2       256.8     6948
## 74   74  56   Yes  20.6410   1743.8  85.3  13.2     7.2       349.6     1086
## 75   75  33    No  26.6369   3457.2 166.0  17.5    10.5       452.8     2629
## 76   76  45    No  22.3611   1126.7  20.4  12.5     7.2        71.8     1307
## 77   77  41    No  23.0939   3258.3 101.2  26.2     0.5       341.7     1306
## 78   78  73    No  24.6800   2833.7 119.9  14.6    18.2       365.0     3465
## 79   79  31    No  21.3314   2264.3 105.5  13.4     3.2       396.5     1846
## 80   80  50    No  25.1199   2026.0  85.5  11.2    21.0       268.2     1334
## 81   81  65    No  28.4020   1747.6  83.6  10.9     0.0       244.8     4848
## 82   82  35   Yes  21.8340   1575.5  53.9   7.0     1.0       216.2     1734
## 83   83  42    No  29.0357   1785.4  94.1  10.0     0.7       288.0     1120
## 84   84  19    No  29.2415   2558.9 116.1  12.3     0.0       324.5     1498
## 85   85  37    No  19.9861    839.0  29.2   4.7     6.4        66.5      330
## 86   86  44    No  24.0812   2391.3  95.4  20.6     0.0       283.3     5909
## 87   87  36    No  23.3459   1887.4 110.2   6.0     0.1       211.7     3326
## 88   88  53   Yes  25.1406   2798.2 125.9  17.7     7.0       239.0     2110
## 89   89  69   Yes  27.2289   2654.9 126.0  23.3     0.0       248.0     2719
## 90   90  74    No  27.9862   1202.0  46.6  11.4     0.0        59.2     2309
## 91   91  70    No  22.5331   1235.9  51.1   9.6     3.0       142.0     1153
## 92   92  56    No  26.3173   2225.1 111.5  10.4     6.8       283.7     1432
## 93   93  77    No  27.7905    866.9  31.0   9.8     0.2        59.7     2493
## 94   94  73    No  24.4172   1666.8  76.5  13.3     0.0       747.5     3054
## 95   95  43    No  23.0381   3711.0 202.7  14.9    18.0       469.2     1861
## 96   96  41    No  23.6169   1055.0  33.2  12.9     0.9       220.0     4268
## 97   97  22    No  27.0053   2733.0 123.8   5.1     0.3       440.3     1652
## 98   98  44    No  23.4605   1660.1  80.3  13.6     0.1        89.0     1802
## 99   99  51    No  25.1571   1952.7  63.8  17.9    11.0       201.3     2308
## 100 100  46   Yes  35.2597   2667.5 131.6  10.1     0.0       550.5     1210
## 101 101  25   Yes  20.6410   1517.4  59.1   5.9     0.0       127.6      214
## 102 102  69    No  23.0056   1711.4  98.2  10.8     0.3       332.4     1370
## 103 103  69    No  25.2317   1756.4  82.3   8.8     0.0       500.3     2354
## 104 104  58    No  27.3369   2186.2  99.3  14.9     0.2       263.8     2446
## 105 105  77    No  25.8813   2075.2  75.6  21.4     0.0       228.8     3473
## 106 106  67    No  24.7353   2021.2  94.8  13.3     8.0       417.6     3359
## 107 107  37    No  29.3256   1653.2  77.3  12.5     1.0       162.6     1062
## 108 108  47    No  21.1882   1076.6  33.4  22.5     4.1       138.8     1489
## 109 109  60   Yes  19.6773   1506.7  76.3  14.6     0.0       239.2     3982
## 110 110  49    No  25.0700   1511.7  54.4  16.1     4.2       200.5     1656
## 111 111  83    No  25.5977   1933.6  98.8  11.1     0.0       224.7      768
## 112 112  56    No  22.0119   1830.0  52.8  13.8     8.5       689.4     1496
## 113 113  39    No  30.2913   1256.7  43.7   5.3     0.3       133.6      683
## 114 114  41    No  41.8559   1823.7  54.7  14.6     0.0       188.0      885
## 115 115  37   Yes  28.3357   1902.8  81.7   8.2     0.0       178.6     1662
## 116 116  66    No  26.5081    958.5  37.7   8.3     0.0       108.6     1552
## 117 117  55    No  21.0778   2328.3 112.6  13.9     2.9       281.9     2144
## 118 118  49    No  39.4650   1574.0  74.6  14.1     0.0       440.6     3567
## 119 119  31    No  18.9836   1646.2  52.2  13.2     5.0       174.9     1423
## 120 120  64    No  18.8783   1828.0  63.4  14.7     0.0        87.9     1293
## 121 121  57    No  23.2212   1288.7  63.2  10.6     0.0       200.2     2111
## 122 122  42   Yes  26.8491   1084.3  25.2  21.8     1.0       105.7     2874
## 123 123  40    No  25.8813   2431.9  93.7  17.8     0.1       364.6     1699
## 124 124  73   Yes  19.4090   2453.5 118.5  10.3     0.0       516.5      954
## 125 125  37    No  19.5708   1645.7  76.0   6.6     4.0       225.9     1368
## 126 126  43    No  20.2970   2075.9  96.5  17.3     7.0       271.8     3318
## 127 127  66    No  26.4205   1563.7  73.3  12.0     1.1       300.9     2247
## 128 128  26    No  20.3795   1663.3  64.6   7.6     2.0       124.7      910
## 129 129  45    No  29.2415   1601.4  93.9   8.8     0.0       255.8     1171
## 130 130  74    No  30.2950   1718.9  57.9  15.0     1.2       272.7     2077
## 131 131  49    No  21.4790   1010.6  29.4   9.1     6.2        98.8     1210
## 132 132  41    No  19.4090   1372.7  61.6   9.5     0.0       182.5     1826
## 133 133  74    No  27.3192   1837.0  76.9  13.6     0.0       383.6     2628
## 134 134  38   Yes  21.8451   1662.7  58.7  15.7     3.7       163.7      561
## 135 135  83    No  22.2224   1534.7  54.9  26.3     0.0        77.5     1893
## 136 136  70    No  28.0470   2005.8  89.5   8.5     0.1       121.2     1312
## 137 137  39    No  26.0943   1187.8  32.8  11.6     0.0       154.9     1913
## 138 138  65    No  21.5851   1446.2  56.8  10.8     0.0       127.9      924
## 139 139  72    No  21.0312    976.7  68.4   3.1     0.0        99.6      728
## 140 140  46    No  23.6773   2706.7 104.9  16.8    22.0       416.0     4387
## 141 141  46    No  30.0587   1546.0  73.6  10.3     7.0       284.8     1976
## 142 142  51    No  34.1851   1324.0  46.0  12.7     0.0       151.0     2422
## 143 143  39    No  24.0812   1368.9  61.6  14.4     6.7       314.9     1407
## 144 144  33   Yes  20.1613   3228.0 141.1  14.4     0.0       718.8     1301
## 145 145  49    No  31.7263   2825.8  97.8   7.5    35.0       374.3     1112
## 146 146  44    No  23.3932   1220.9  35.1  14.0     0.0        99.2     1052
## 147 147  69    No  24.2613   1174.7  47.4   9.9     0.1        89.9     1008
## 148 148  52    No  27.8335    828.2  52.3   6.1     1.2       141.1     1054
## 149 149  82    No  20.2177   1708.1  94.2  15.1     2.0       224.7     1484
## 150 150  46    No  23.4786   1182.9  60.2   5.2     0.2       164.5      657
## 151 151  25    No  22.7051    928.4  29.7   6.0     0.5       120.7      604
## 152 152  54    No  37.8687   4373.6 235.9  22.9     0.1       814.7     2912
## 153 153  70    No  25.7393   1387.7  55.2  11.2     0.0       114.0      869
## 154 154  35    No  18.4385   1555.6  72.8  11.5     0.0       174.1     1578
## 155 155  46    No  33.1948   1581.7  64.1  12.3     0.1       170.1     1210
## 156 156  70    No  29.5966   1397.4  60.5   9.2     0.0       228.5     1554
## 157 157  71    No  22.1532   1305.4  43.3  10.2     0.0        72.7     3445
## 158 158  59    No  26.8868   1249.6  24.2  14.7     0.0        97.2     3014
## 159 159  42    No  20.5412   2347.3 104.4  12.5     0.0       249.3     1666
## 160 160  46    No  39.4062   1207.1  42.8  11.6     0.0       155.1     1462
## 161 161  37    No  33.3723   1688.1  45.0  17.1     0.8       141.1     1272
## 162 162  39    No  21.9409   1719.3  49.7  18.4    11.0       164.6     5296
## 163 163  43    No  25.5828   2501.6 121.1  19.5     0.0       343.0     5605
## 164 164  23    No  20.1259   2219.1 120.9  13.1     2.0       415.8     2430
## 165 165  45    No  20.2398   1827.7  71.2  10.4     2.0       267.5     2375
## 166 166  63    No  23.9217   1282.3  26.4  13.6     0.1       100.6     3753
## 167 167  44   Yes  28.3486   1427.2  60.6   8.3     0.2       195.0      695
## 168 168  43    No  20.4034   2000.8  86.7  14.8     0.9       200.9     1649
## 169 169  33    No  27.8695   1622.4  71.5  12.9     1.0       214.8     2317
## 170 170  35    No  34.0818   3114.0 160.2  14.9     0.2       432.3     1702
## 171 171  50    No  23.0716   2012.0 112.9  14.3     6.5       456.9     1007
## 172 172  50    No  29.0157   2106.4  97.0  12.9     0.0       344.3     2308
## 173 173  59    No  25.5977   1546.6  72.9  15.1     0.7       192.8     4694
## 174 174  38    No  23.0766   1149.0  43.6   8.6    10.5       122.5     2749
## 175 175  60    No  29.7475    659.3  22.2   7.0     0.1       102.0     1497
## 176 176  54    No  19.1770   1580.6  82.9   9.4     5.2        98.3     1171
## 177 177  71    No  24.4634   1850.5  75.9  16.1     7.2       247.9     3054
## 178 178  48    No  22.5319   1242.1  37.5  13.3     1.0       148.4     1488
## 179 179  49    No  32.0177   1099.4  56.9   5.2     0.5       169.9      829
## 180 180  27   Yes  29.2415   1127.6  59.4   7.4     0.0       183.4     1037
## 181 181  27   Yes  25.4454   2919.5 125.3  14.3     1.0       370.0      846
## 182 182  75    No  21.5278   1049.1  51.7   8.0     0.0       188.9     1382
## 183 183  45    No  26.4205   1366.6  42.5  12.9     2.5       141.2     3407
## 184 184  35    No  30.4455   1884.8  91.6  11.1     5.0       518.0      758
## 185 185  56    No  33.5921   1494.5  59.1   6.8     0.0       111.5      599
## 186 186  41   Yes  27.5214   1444.6  89.1   6.8     0.0       280.1     1073
## 187 187  48    No  32.9913    445.2  14.4   5.0     0.0       102.8      862
## 188 188  48    No  21.8351   1849.8  80.6  13.8     3.2       549.1     4291
## 189 189  32    No  20.1579   1678.2  54.3  12.9     1.5       147.3     1668
## 190 190  38    No  46.7376   1390.4  55.7  10.8     0.0       195.1     2809
## 191 191  52    No  33.2962   1749.9  81.3  12.1     0.0       226.5     2373
## 192 192  40    No  24.0103    742.3  36.5   5.9     2.1       133.9     1850
## 193 193  44    No  23.0716   1148.5  50.3   7.1     0.1       139.2     1352
## 194 194  70    No  22.4821   1730.6  72.9  14.4     0.2       363.1     2315
## 195 195  55   Yes  29.0357   1162.5  54.0   5.6     0.2       175.2     1417
## 196 196  48    No  20.2177   1738.9  63.5  12.2     0.5       205.9     4504
## 197 197  38    No  20.7176   1432.1  58.5   6.3     0.2       131.9      998
## 198 198  49    No  20.4034   3098.9 106.2  25.2     1.2       447.6     4430
## 199 199  36    No  32.9594   2342.3  95.8  19.2     1.7       389.4     3201
## 200 200  64    No  21.5011   2319.9  97.6  22.3     0.0       155.3     3686
## 201 201  49    No  23.6794   1292.8  43.1  10.6    11.0       180.7     2131
## 202 202  49   Yes  22.7216    784.4  40.6   4.9     3.0        97.4      852
## 203 203  43    No  22.9146   2038.5  80.7  17.1     0.0       232.3     2781
## 204 204  33    No  23.9378   1366.8  55.9   6.2     0.0       196.0     1151
## 205 205  38    No  26.0943   1550.0  66.8  12.1     0.0       253.2     3970
## 206 206  36    No  19.7664   1240.7  50.9   6.9     0.3       116.0      808
## 207 207  33    No  21.6734   2814.6 111.2  16.8     0.0       399.3      843
## 208 208  47    No  20.8130   1612.5  45.5   9.0    15.0       149.9     2537
## 209 209  53    No  40.6892   1576.3  54.8  13.5     0.1       308.9     2205
## 210 210  41    No  29.1423   1197.7  54.5   4.9     0.0       135.6      587
## 211 211  36    No  21.0778   2045.3  84.8  13.2     0.7       271.9     3591
## 212 212  32    No  35.9753   3328.4 163.3  20.0     4.1       425.5     3434
## 213 213  57    No  26.9429   2513.3  98.9  10.6     0.0       428.1     2869
## 214 214  42    No  21.6784   1737.4  62.1  16.3     0.2       211.7     2515
## 215 215  37   Yes  27.2655   1034.4  34.5   8.9     0.0       118.5      807
## 216 216  52    No  32.6718   2083.9  93.1   8.8     0.0       328.1      766
## 217 217  45   Yes  28.7254   1481.8  75.3  10.4     0.2       336.9      720
## 218 218  42    No  20.7690   1051.2  44.0  10.9     0.2       165.5      516
## 219 219  42    No  21.2065   1730.1  58.3  16.6     4.5       196.1     3785
## 220 220  41   Yes  20.7176   1102.8  56.6   5.3     0.0       329.8     1436
## 221 221  41    No  26.3117   1496.7  64.6   5.9     1.0       239.8      613
## 222 222  26   Yes  20.5412   1987.2  76.6   9.8     0.0       156.1     1460
## 223 223  70    No  20.1613   2017.2 136.0   7.6     0.0       195.8     2251
## 224 224  44    No  26.3675   1525.6  85.4   7.9     0.1       179.4     2029
## 225 225  46    No  28.4020   1342.2  69.7   5.9     1.0       215.4     8046
## 226 226  22    No  50.4033   1511.7  64.4  10.2     0.0       190.3     1074
## 227 227  46   Yes  21.6784   1570.1  74.1  13.7     0.9       145.7     3556
## 228 228  32    No  20.0560   2703.4 120.6  11.4     0.1       284.3     1218
## 229 229  27    No  23.8763   1200.6  61.5   8.7     1.5       208.7     2199
## 230 230  52    No  37.1113   1891.6  73.8  17.6     0.0       226.0     5810
## 231 231  42    No  36.5973   1434.9  59.3  11.2     0.0       281.1     1214
## 232 232  34    No  28.5795   2118.1  93.0  20.1     0.0       170.0     2215
## 233 233  36    No  40.2953   1414.6  51.2  13.7     0.0       135.8     1678
## 234 234  59    No  24.8040   2192.3  78.7  14.2     0.0       173.5     2579
## 235 235  75    No  36.4737   1380.6  54.5  13.5     0.1       201.6      925
## 236 236  43    No  45.8581   1626.3  72.2   7.9     0.0       157.5      404
## 237 237  56    No  30.4824   2210.7 113.1  10.5     6.1       340.1     2008
## 238 238  48    No  19.7039   1600.7  77.7  11.2     7.2       180.1     2469
## 239 239  34   Yes  21.9638   1076.2  52.7   6.1     0.0        78.3      755
## 240 240  37    No  23.3459   2094.5  78.9  17.3     1.0       193.4     1718
## 241 241  41    No  31.8216   1823.0  74.8  12.1     1.3       196.9     2133
## 242 242  74    No  23.3459   1512.1  73.8   8.7     5.7       182.8     1167
## 243 243  73    No  21.0113    840.6  34.3   8.2     0.1        81.1      619
## 244 244  53   Yes  19.7810   1996.1  98.8   9.2     0.0       436.8      908
## 245 245  74    No  21.1364   2171.6  76.6  20.4     0.0       176.3     3690
## 246 246  77    No  24.3272   1481.4  55.0  11.2     0.0       191.7     3425
## 247 247  39    No  21.1781   1829.2  79.0  15.6     0.0       178.4     2787
## 248 248  29    No  18.6003   1041.6  45.4   6.0     3.0       139.5      675
## 249 249  37    No  44.9106   2010.4 101.2  16.0     0.1       362.4     2142
## 250 250  47    No  23.9642   2120.8  77.4  17.0     8.4       185.9     2299
## 251 251  64    No  21.2065   1008.4  35.4   5.6    14.0        37.7      544
## 252 252  36    No  42.8886    798.2  30.6   7.9     2.4        46.3      604
## 253 253  42    No  20.4172   3099.2 134.9  19.0     0.8       469.3     6558
## 254 254  64    No  25.6599   2055.7 114.4  13.0     0.0       248.4     2661
## 255 255  38    No  20.7029   2585.3 129.8  21.1     4.0       429.5     7362
## 256 256  39    No  28.4015   1906.5  86.4  10.4    15.5       265.9     2583
## 257 257  40    No  31.2422   3014.9 165.7  14.4     0.0       900.7     1028
## 258 258  29    No  37.9400   1631.0  55.6  13.8     0.5       189.5     3435
## 259 259  71    No  24.9883   1399.5  66.5   9.6     8.0       260.0     1527
## 260 260  45    No  23.4316   2319.0 122.1  13.4     0.1       305.7     2047
## 261 261  63    No  18.9209   1655.9  70.8  15.1     0.1       177.3     2897
## 262 262  46    No  24.2613   1422.8  58.3   7.8     7.1       206.3     1987
## 263 263  75    No  21.6784   2511.5  92.3  36.8     0.6       228.3     4271
## 264 264  46    No  35.1907    740.6  38.5   5.3     0.0       113.9      868
## 265 265  44    No  22.5440   1292.6  49.4  10.4     1.2       186.5      578
## 266 266  24    No  31.9972   3021.9 171.0  11.4     0.1       466.3      953
## 267 267  32    No  22.5121   1918.4  63.1  16.1     5.0       202.2     1048
## 268 268  66    No  22.6438   2086.6  72.3  16.0     0.0       112.8     1439
## 269 269  43    No  26.3475   3449.7 172.8  20.5     1.4       381.3     3324
## 270 270  73    No  24.9412   1186.4  46.1  10.5     1.5       119.7      921
## 271 271  54    No  25.7501   1724.7  75.1  18.2     0.0       173.3     1192
## 272 272  44   Yes  29.9774   1877.4  92.2   7.7     0.2       211.6     1665
## 273 273  55    No  22.8771   2272.6  94.5  10.9    14.2       269.2     3610
## 274 274  70   Yes  23.8270   1514.4  51.7  14.2     7.0        97.5     3317
## 275 275  32    No  25.4573   2170.3  95.1  15.2     0.2       175.2     3313
## 276 276  33    No  23.2690   2271.1 114.6  10.4     0.0       574.2     1270
## 277 277  49    No  22.5064   1469.9  50.4  12.1     0.7       118.8     1915
## 278 278  69    No  44.2062   2332.2 109.6  19.7     0.1       286.7     4013
## 279 279  38    No  20.7173   1619.3  83.7   8.4     0.5       310.1      902
## 280 280  34   Yes  34.0818   1148.7  41.7   9.8     1.0       173.4     2247
## 281 281  49    No  20.0895   2512.0  64.9  30.2     0.6       168.5     4832
## 282 282  40   Yes  18.3432    833.0  38.8   5.5     0.0       145.3      577
## 283 283  41    No  28.0470   1808.4  61.5  10.5    17.0       176.1     1884
## 284 284  62    No  29.8494   2115.4  84.1  23.9     0.0       189.5     3172
## 285 285  28    No  20.1250   1600.9  68.0  14.2     0.2       171.2     3102
## 286 286  78    No  41.6857    647.7  30.9   3.7     0.0        87.5     1186
## 287 287  67    No  30.7309    849.2  25.4  10.9     0.0        91.7     1237
## 288 288  51    No  24.9082   2166.9 105.8  15.6     0.0       349.1     4098
## 289 289  29   Yes  26.6874   2476.2 121.1  14.3     0.0       263.5     2889
## 290 290  36   Yes  25.7393   1959.3 112.4   6.7     0.5       326.7     1097
## 291 291  43    No  18.5769   1695.3  62.4  17.7     0.0       147.3      570
## 292 292  55    No  25.4258   2307.8 111.0  18.4     3.4       487.8     2627
## 293 293  54    No  24.9550   1392.2  47.8  12.9     0.0        87.5      849
## 294 294  32    No  39.5620   3511.1 114.7  13.9     0.2       444.7     2174
## 295 295  65    No  26.7596   1276.0  60.5  12.0     3.5        87.3     1456
## 296 296  41   Yes  41.6495   2685.1 133.1  11.1    15.0       432.4     3728
## 297 297  60    No  40.6953   1327.0  64.8   9.3     0.1       341.0     1987
## 298 298  73    No  25.8473    853.1  29.8   6.3    10.0       160.5     1022
## 299 299  71    No  21.8109   1215.8  43.8  12.3     5.0       110.8     2079
## 300 300  47    No  37.2776   1927.6  92.5  10.7     0.0       359.1      406
## 301 301  35    No  29.5855   2466.9 112.6   9.6     0.1       331.9      621
## 302 302  34   Yes  21.3291   3103.7 124.7  18.1     8.3       431.0     2652
## 303 303  41    No  34.6149   2046.9 103.0  13.1     0.0       334.2     1745
## 304 304  33    No  18.5769   1835.9  74.1  23.0     0.7       184.2     2121
## 305 305  73   Yes  20.7112   1678.5  82.3   6.3    14.1       249.5     1078
## 306 306  67    No  26.9429   1049.2  44.6   9.6     0.0       247.2     2672
## 307 307  66    No  33.1076   1762.1  72.9  16.5     0.0       240.3     4935
## 308 308  44   Yes  23.2772   3183.1 119.4   6.9    35.0       378.8     1118
## 309 309  36    No  24.7434   2838.8  88.5  24.0     4.5       252.4     9642
## 310 310  48    No  24.6147   2021.1  72.2  16.6     9.0       299.1     1392
## 311 311  46    No  25.8967   2263.6  98.2  19.4     2.6       306.5     2572
## 312 312  45    No  23.8270   1841.1  84.2  14.1     2.2       257.7     1665
## 313 313  49    No  24.2613   1125.6  44.8  11.9     4.0       150.5     6943
## 314 314  31    No  23.4525   2729.6 144.4  13.2     2.2       381.8      741
## 315 315  45    No  26.5081   1627.0  77.4   9.9     0.2       195.6     1242
##     RetinolDiet BetaPlasma RetinolPlasma Gender VitaminUse PriorSmoke
## 1           890        200           915 Female    Regular          2
## 2           451        124           727 Female    Regular          1
## 3           660        328           721 Female Occasional          2
## 4           864        153           615 Female         No          2
## 5          1209         92           799 Female    Regular          1
## 6          1439        148           654 Female         No          2
## 7           802        258           834 Female Occasional          1
## 8          2571         64           825 Female    Regular          1
## 9           944        218           517 Female         No          1
## 10          493         81           562 Female         No          2
## 11          535        184           935 Female    Regular          2
## 12          492         91           741 Female Occasional          1
## 13         1105        120           679   Male         No          1
## 14         1047         61           507 Female    Regular          1
## 15          980        108           852   Male         No          1
## 16         1545        211          1249   Male         No          2
## 17          242        235          1035   Male    Regular          2
## 18          479        288          1262   Male    Regular          2
## 19          921        102           904 Female         No          1
## 20          445        113          1727   Male         No          2
## 21          926         74           684   Male         No          2
## 22          695        129           537 Female         No          2
## 23          944        140           760 Female         No          1
## 24          708        138           809 Female Occasional          2
## 25         1150        143           697 Female    Regular          1
## 26          554        416           676 Female    Regular          1
## 27          320        212           822 Female Occasional          2
## 28          656        786           691 Female    Regular          1
## 29         1199         35           599   Male         No          1
## 30          975        122           901   Male         No          2
## 31          914        119           818 Female         No          2
## 32         1579        182           623 Female Occasional          2
## 33         1618        186           624 Female         No          3
## 34         1759        216           526 Female         No          1
## 35          608        751          1002   Male Occasional          2
## 36          508         39           179 Female    Regular          3
## 37          517        107           564 Female Occasional          2
## 38          314         74           456 Female         No          2
## 39          588        418           665   Male    Regular          3
## 40          674       1415           632 Female    Regular          1
## 41          419        400           502 Female         No          1
## 42         1083        102           838 Female         No          2
## 43          834        135           574 Female Occasional          2
## 44          473         97           611 Female Occasional          3
## 45          707        124           476 Female Occasional          1
## 46          323        195           546 Female    Regular          1
## 47          651        107           411 Female    Regular          1
## 48          855         53           475 Female         No          1
## 49          264        148           321   Male    Regular          2
## 50          550         77           388 Female         No          3
## 51          969        316           586 Female         No          1
## 52          239         77           648 Female    Regular          1
## 53          374        266           550 Female Occasional          1
## 54          605         39           783   Male         No          2
## 55          809        225           258 Female    Regular          1
## 56         1065        173           299 Female    Regular          1
## 57          677         79           384 Female Occasional          3
## 58         1359        102           692 Female    Regular          2
## 59          685        158           634 Female Occasional          1
## 60          724        159           592 Female Occasional          1
## 61          898        157           383 Female    Regular          1
## 62         1364         96           317   Male         No          3
## 63         1250        160           247 Female    Regular          1
## 64          592        100           730   Male    Regular          2
## 65          854        293           587 Female    Regular          2
## 66          493        171           407   Male         No          1
## 67          407         89           831 Female         No          2
## 68         1120        109           531 Female Occasional          3
## 69          453        129           560 Female         No          2
## 70          724         87           397 Female         No          1
## 71         1310        328           768 Female Occasional          1
## 72          860        298           393 Female Occasional          2
## 73          417        379           810 Female    Regular          2
## 74          464        204           624 Female         No          3
## 75         1470         75           227   Male    Regular          1
## 76          178        127           525 Female         No          2
## 77         1163        131           542 Female    Regular          2
## 78          743         21           558   Male         No          2
## 79          760        233           504 Female Occasional          2
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##     AlcoholNumHi AlcoholNumMid regHi regMid occHi occMid Male SmokeBin
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## 276           -1            -1     0      0    -1     -1    1        0
## 277            0             1     0     -1     0     -1    0        0
## 278            0             1     0     -1     0     -1    0        0
## 279            0             1     0      0     0      1    0        0
## 280            0             1     0     -1     0     -1    0        1
## 281            0             1     0      1     0      0    0        0
## 282           -1            -1     0      0    -1     -1    0        1
## 283            1             0    -1      0    -1      0    0        0
## 284           -1            -1     1      1     1      1    0        0
## 285            0             1     0      0     0      1    0        0
## 286           -1            -1     0      0    -1     -1    0        0
## 287           -1            -1    -1     -1     0      0    0        0
## 288           -1            -1     0      0    -1     -1    0        0
## 289           -1            -1     0      0    -1     -1    0        1
## 290            0             1     0     -1     0     -1    0        1
## 291           -1            -1     1      1     1      1    0        0
## 292            0             1     0      0     0      1    0        0
## 293           -1            -1    -1     -1     0      0    0        0
## 294            0             1     0      0     0      1    0        0
## 295            0             1     0     -1     0     -1    0        0
## 296            1             0     1      0     0      0    1        1
## 297            0             1     0     -1     0     -1    0        0
## 298            1             0     0      0     1      0    0        0
## 299            0             1     0      1     0      0    0        0
## 300           -1            -1     1      1     1      1    0        0
## 301            0             1     0      0     0      1    0        0
## 302            0             1     0      1     0      0    0        1
## 303           -1            -1     1      1     1      1    0        0
## 304            0             1     0      1     0      0    0        0
## 305            1             0     0      0     1      0    0        1
## 306           -1            -1    -1     -1     0      0    0        0
## 307           -1            -1     0      0    -1     -1    0        0
## 308            1             0     0      0     1      0    0        1
## 309            0             1     0      0     0      1    0        0
## 310            0             1     0      0     0      1    0        0
## 311            0             1     0     -1     0     -1    0        0
## 312            0             1     0      1     0      0    0        0
## 313            0             1     0      1     0      0    0        0
## 314            0             1     0      1     0      0    0        0
## 315            0             1     0      1     0      0    0        0
redModel2=lm(mydata$Cholesterol~mydata$SmokeBin+mydata$Male)
fullModel2=lm(mydata$Cholesterol~mydata$regHi+mydata$regMid+mydata$occHi+mydata$occMid+mydata$AlcoholNumMid+mydata$AlcoholNumHi+mydata$vitReg1+mydata$vitOcc1+mydata$SmokeBin+mydata$Male)
redModel2
## 
## Call:
## lm(formula = mydata$Cholesterol ~ mydata$SmokeBin + mydata$Male)
## 
## Coefficients:
##     (Intercept)  mydata$SmokeBin      mydata$Male  
##          225.13            31.49            97.75
summary(redModel2)
## 
## Call:
## lm(formula = mydata$Cholesterol ~ mydata$SmokeBin + mydata$Male)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -245.38  -84.83  -31.73   58.87  675.57 
## 
## Coefficients:
##                 Estimate Std. Error t value             Pr(>|t|)
## (Intercept)      225.129      8.201  27.453 < 0.0000000000000002
## mydata$SmokeBin   31.491     20.949   1.503                0.134
## mydata$Male       97.746     21.158   4.620           0.00000563
## 
## Residual standard error: 127.6 on 312 degrees of freedom
## Multiple R-squared:  0.07173,    Adjusted R-squared:  0.06578 
## F-statistic: 12.05 on 2 and 312 DF,  p-value: 0.00000906
anova(redModel2)
## Analysis of Variance Table
## 
## Response: mydata$Cholesterol
##                  Df  Sum Sq Mean Sq F value      Pr(>F)
## mydata$SmokeBin   1   45033   45033  2.7669     0.09724
## mydata$Male       1  347365  347365 21.3424 0.000005626
## Residuals       312 5078043   16276
anova(fullModel2,fullModel)
## Analysis of Variance Table
## 
## Model 1: mydata$Cholesterol ~ mydata$regHi + mydata$regMid + mydata$occHi + 
##     mydata$occMid + mydata$AlcoholNumMid + mydata$AlcoholNumHi + 
##     mydata$vitReg1 + mydata$vitOcc1 + mydata$SmokeBin + mydata$Male
## Model 2: mydata$Cholesterol ~ mydata$regHi + mydata$regMid + mydata$occHi + 
##     mydata$occMid + mydata$AlcoholNumMid + mydata$AlcoholNumHi + 
##     mydata$vitReg1 + mydata$vitOcc1
##   Res.Df     RSS Df Sum of Sq      F     Pr(>F)
## 1    304 5017925                               
## 2    306 5342216 -2   -324291 9.8232 0.00007345
smokeModel=lm(mydata$Cholesterol~mydata$SmokeBin)
summary(smokeModel)
## 
## Call:
## lm(formula = mydata$Cholesterol ~ mydata$SmokeBin)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -200.01  -89.22  -35.51   66.18  662.99 
## 
## Coefficients:
##                 Estimate Std. Error t value            Pr(>|t|)
## (Intercept)      237.707      7.983  29.777 <0.0000000000000002
## mydata$SmokeBin   34.826     21.606   1.612               0.108
## 
## Residual standard error: 131.7 on 313 degrees of freedom
## Multiple R-squared:  0.008232,   Adjusted R-squared:  0.005064 
## F-statistic: 2.598 on 1 and 313 DF,  p-value: 0.108
anova(smokeModel)
## Analysis of Variance Table
## 
## Response: mydata$Cholesterol
##                  Df  Sum Sq Mean Sq F value Pr(>F)
## mydata$SmokeBin   1   45033   45033   2.598  0.108
## Residuals       313 5425408   17334
genderModel=lm(mydata$Cholesterol~mydata$Male)
summary(genderModel)
## 
## Call:
## lm(formula = mydata$Cholesterol ~ mydata$Male)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -250.62  -85.65  -33.48   54.72  671.42 
## 
## Coefficients:
##             Estimate Std. Error t value             Pr(>|t|)
## (Intercept)  229.282      7.737  29.635 < 0.0000000000000002
## mydata$Male   98.842     21.188   4.665           0.00000458
## 
## Residual standard error: 127.8 on 313 degrees of freedom
## Multiple R-squared:  0.06501,    Adjusted R-squared:  0.06202 
## F-statistic: 21.76 on 1 and 313 DF,  p-value: 0.00000458
anova(genderModel)
## Analysis of Variance Table
## 
## Response: mydata$Cholesterol
##              Df  Sum Sq Mean Sq F value     Pr(>F)
## mydata$Male   1  355619  355619  21.762 0.00000458
## Residuals   313 5114821   16341
anova(redModel2,smokeModel)
## Analysis of Variance Table
## 
## Model 1: mydata$Cholesterol ~ mydata$SmokeBin + mydata$Male
## Model 2: mydata$Cholesterol ~ mydata$SmokeBin
##   Res.Df     RSS Df Sum of Sq      F      Pr(>F)
## 1    312 5078043                                
## 2    313 5425408 -1   -347365 21.342 0.000005626
anova(redModel2,genderModel)
## Analysis of Variance Table
## 
## Model 1: mydata$Cholesterol ~ mydata$SmokeBin + mydata$Male
## Model 2: mydata$Cholesterol ~ mydata$Male
##   Res.Df     RSS Df Sum of Sq      F Pr(>F)
## 1    312 5078043                           
## 2    313 5114821 -1    -36779 2.2597 0.1338
ANOVA(Cholesterol~SmokeBin, data=mydata)

##   BACKGROUND
## 
## Response Variable: Cholesterol 
##  
## Factor Variable: SmokeBin 
##   Levels: 0 1 
##  
## Number of cases (rows) of data:  315 
## Number of cases retained for analysis:  315 
## 
## 
##   DESCRIPTIVE STATISTICS 
## 
##      n     mean       sd     min      max 
## 0  272   237.71   129.31   37.70   900.70 
## 1   43   272.53   145.92   78.30   718.80 
##  
## Grand Mean: 242.461 
## 
## 
##   BASIC ANALYSIS
## 
##                df      Sum Sq   Mean Sq   F-value   p-value 
## SmokeBin        1    45033.17  45033.17      2.60    0.1080 
## Residuals     313  5425407.68  17333.57 
## 
## 
## R Squared: 0.01 
## R Sq Adjusted: 0.01 
## Omega Squared: 0.01 
##  
## Cohen's f: 0.07 
## 
## 
##   TUKEY MULTIPLE COMPARISONS OF MEANS
## 
## Family-wise Confidence Level:  
## ----------------------------- 
##        diff   lwr   upr p adj 
##   1-0 34.83 -7.69 77.34  0.11 
## 
## 
##   RESIDUALS
## 
## Fitted Values, Residuals, Standardized Residuals 
##    [sorted by Standardized Residuals, ignoring + or - sign] 
##    [res_rows = 20, out of 315 cases (rows) of data, or res_rows="all"] 
## -------------------------------------------------- 
##       SmokeBin Cholesterol fitted residual z-resid 
##   257        0      900.70 237.71   662.99    5.05 
##   152        0      814.70 237.71   576.99    4.39 
##    94        0      747.50 237.71   509.79    3.88 
##   112        0      689.40 237.71   451.69    3.44 
##   144        1      718.80 272.53   446.27    3.43 
##   276        0      574.20 237.71   336.49    2.56 
##    62        1      603.00 272.53   330.47    2.54 
##   188        0      549.10 237.71   311.39    2.37 
##   100        1      550.50 272.53   277.97    2.14 
##   184        0      518.00 237.71   280.29    2.13 
##    19        0      512.30 237.71   274.59    2.09 
##    58        0      511.60 237.71   273.89    2.08 
##   103        0      500.30 237.71   262.59    2.00 
##   292        0      487.80 237.71   250.09    1.90 
##   124        1      516.50 272.53   243.97    1.87 
##   253        0      469.30 237.71   231.59    1.76 
##    95        0      469.20 237.71   231.49    1.76 
##   266        0      466.30 237.71   228.59    1.74 
##   171        0      456.90 237.71   219.19    1.67 
##    75        0      452.80 237.71   215.09    1.64 
## 
## 
## ---------------------------------------- 
## Plot 1: Scatterplot with Cell Means 
## Plot 2: 95% family-wise confidence level 
## ----------------------------------------